Group 7 final project
Exploratory of variables
cancer_df = read_csv("./data/Cancer_Registry.csv") %>%
janitor::clean_names() %>%
select(target_death_rate, everything()) %>%
separate(geography, c("county", "state"), sep = ",") %>%
mutate(county = as.factor(county),
state = as.factor(state),
pct_case_count = avg_ann_count / pop_est2015*100000) %>%
select(target_death_rate, pct_case_count, everything())## Parsed with column specification:
## cols(
## .default = col_double(),
## avgDeathsPerYear = col_integer(),
## medIncome = col_integer(),
## popEst2015 = col_integer(),
## binnedInc = col_character(),
## Geography = col_character()
## )## See spec(...) for full column specifications.Percentage of annul case dignosed count plot
plot_count_pct =
cancer_df %>%
ggplot(aes(y = pct_case_count, x = target_death_rate, color = state)) +
geom_point()
#geom_smooth(se = F)
ggplotly(plot_count_pct)Incidence rate plot
plot_incidence =
cancer_df %>%
ggplot(aes(x = incidence_rate, y = target_death_rate, color = state)) +
geom_point()
#geom_smooth(se = F)
ggplotly(plot_incidence)# Influential points in the dataset, state Flordia and Virginia.Income plot
plot_income =
cancer_df %>%
ggplot(aes(x = med_income, y = target_death_rate, color = state)) +
geom_point()
#geom_smooth(se = F)
ggplotly(plot_income)Age plots
plot_age_1 =
cancer_df %>%
ggplot(aes(x = median_age, y = target_death_rate)) +
geom_point() +
geom_smooth(se = F)
ggplotly(plot_age_1)## `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'# error data in this column, larger than 100
cancer_df %>%
filter(median_age < 100) %>%
ggplot(aes(x = median_age)) +
geom_histogram()## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
plot_age_2 =
cancer_df %>%
ggplot(aes(x = median_age_male, y = target_death_rate)) +
geom_point() +
geom_smooth(se = F)
ggplotly(plot_age_2)## `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'plot_age_3 =
cancer_df %>%
ggplot(aes(x = median_age_female, y = target_death_rate)) +
geom_point() +
geom_smooth(se = F)
ggplotly(plot_age_3)## `geom_smooth()` using method = 'gam' and formula 'y ~ s(x, bs = "cs")'cancer_df %>%
select(-county, -state, -binned_inc) %>%
cor() %>%
as.tibble() ## # A tibble: 33 x 33
## target_death_ra… pct_case_count avg_ann_count avg_deaths_per_…
## <dbl> <dbl> <dbl> <dbl>
## 1 1 -0.0578 -0.144 -0.0907
## 2 -0.0578 1 0.161 -0.0589
## 3 -0.144 0.161 1 0.939
## 4 -0.0907 -0.0589 0.939 1
## 5 0.449 0.0225 0.0736 0.0627
## 6 -0.429 0.0291 0.269 0.223
## 7 -0.120 -0.0518 0.927 0.978
## 8 0.429 -0.123 -0.136 -0.0669
## 9 -0.0223 -0.00481 0.0821 0.0635
## 10 0.00438 0.0375 -0.0241 -0.0246
## # ... with 23 more rows, and 29 more variables: incidence_rate <dbl>,
## # med_income <dbl>, pop_est2015 <dbl>, poverty_percent <dbl>,
## # study_per_cap <dbl>, median_age <dbl>, median_age_male <dbl>,
## # median_age_female <dbl>, avg_household_size <dbl>,
## # percent_married <dbl>, pct_no_hs18_24 <dbl>, pct_hs18_24 <dbl>,
## # pct_some_col18_24 <dbl>, pct_bach_deg18_24 <dbl>, pct_hs25_over <dbl>,
## # pct_bach_deg25_over <dbl>, pct_employed16_over <dbl>,
## # pct_unemployed16_over <dbl>, pct_private_coverage <dbl>,
## # pct_private_coverage_alone <dbl>, pct_emp_priv_coverage <dbl>,
## # pct_public_coverage <dbl>, pct_public_coverage_alone <dbl>,
## # pct_white <dbl>, pct_black <dbl>, pct_asian <dbl>,
## # pct_other_race <dbl>, pct_married_households <dbl>, birth_rate <dbl>lm(target_death_rate ~ avg_ann_count * pop_est2015, data = cancer_df) %>%
summary()##
## Call:
## lm(formula = target_death_rate ~ avg_ann_count * pop_est2015,
## data = cancer_df)
##
## Residuals:
## Min 1Q Median 3Q Max
## -121.215 -17.194 -0.065 15.969 182.511
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.812e+02 5.692e-01 318.377 < 2e-16 ***
## avg_ann_count -4.219e-03 9.348e-04 -4.513 6.63e-06 ***
## pop_est2015 -2.315e-06 4.606e-06 -0.503 0.615
## avg_ann_count:pop_est2015 4.743e-10 1.061e-10 4.468 8.17e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 27.37 on 3043 degrees of freedom
## Multiple R-squared: 0.02817, Adjusted R-squared: 0.02721
## F-statistic: 29.4 on 3 and 3043 DF, p-value: < 2.2e-16raw_data <- read_csv("./Data/Cancer_Registry.csv")## Parsed with column specification:
## cols(
## .default = col_double(),
## avgDeathsPerYear = col_integer(),
## medIncome = col_integer(),
## popEst2015 = col_integer(),
## binnedInc = col_character(),
## Geography = col_character()
## )## See spec(...) for full column specifications.raw_data = janitor::clean_names(raw_data)
raw_data1 = raw_data %>%
select(-binned_inc) %>%
separate(geography, c("county", "state"), sep = ",") %>%
mutate(county = as.factor(county),
state = as.factor(state),
avg_ann_count = avg_ann_count / pop_est2015*100000) %>%
select(target_death_rate, avg_ann_count, everything())
res <- cor(raw_data1 %>% select(-county, -state))
round(res, 3)## target_death_rate avg_ann_count
## target_death_rate 1.000 -0.058
## avg_ann_count -0.058 1.000
## avg_deaths_per_year -0.091 -0.059
## incidence_rate 0.449 0.022
## med_income -0.429 0.029
## pop_est2015 -0.120 -0.052
## poverty_percent 0.429 -0.123
## study_per_cap -0.022 -0.005
## median_age 0.004 0.037
## median_age_male -0.022 0.121
## median_age_female 0.012 0.121
## avg_household_size -0.037 -0.077
## percent_married -0.267 0.162
## pct_no_hs18_24 0.088 0.010
## pct_hs18_24 0.262 -0.055
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 -0.288 0.080
## pct_hs25_over 0.405 -0.016
## pct_bach_deg25_over -0.485 0.041
## pct_employed16_over NA NA
## pct_unemployed16_over 0.378 -0.163
## pct_private_coverage -0.386 0.128
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage -0.267 0.022
## pct_public_coverage 0.405 -0.055
## pct_public_coverage_alone 0.449 -0.134
## pct_white -0.177 0.099
## pct_black 0.257 -0.098
## pct_asian -0.186 -0.052
## pct_other_race -0.190 0.012
## pct_married_households -0.293 0.073
## birth_rate -0.087 0.095
## avg_deaths_per_year incidence_rate med_income
## target_death_rate -0.091 0.449 -0.429
## avg_ann_count -0.059 0.022 0.029
## avg_deaths_per_year 1.000 0.063 0.223
## incidence_rate 0.063 1.000 -0.001
## med_income 0.223 -0.001 1.000
## pop_est2015 0.978 0.027 0.236
## poverty_percent -0.067 0.009 -0.789
## study_per_cap 0.063 0.077 0.044
## median_age -0.025 0.018 -0.013
## median_age_male -0.148 -0.015 -0.092
## median_age_female -0.144 -0.009 -0.153
## avg_household_size 0.086 -0.118 0.112
## percent_married -0.181 -0.120 0.355
## pct_no_hs18_24 -0.137 -0.171 -0.289
## pct_hs18_24 -0.151 0.023 -0.190
## pct_some_col18_24 NA NA NA
## pct_bach_deg18_24 0.260 0.047 0.493
## pct_hs25_over -0.296 0.122 -0.471
## pct_bach_deg25_over 0.293 -0.038 0.705
## pct_employed16_over NA NA NA
## pct_unemployed16_over 0.070 0.100 -0.453
## pct_private_coverage 0.056 0.105 0.724
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage 0.160 0.150 0.747
## pct_public_coverage -0.132 0.046 -0.755
## pct_public_coverage_alone -0.027 0.041 -0.720
## pct_white -0.187 -0.015 0.167
## pct_black 0.085 0.113 -0.270
## pct_asian 0.443 -0.008 0.426
## pct_other_race 0.215 -0.209 0.084
## pct_married_households -0.160 -0.152 0.446
## birth_rate -0.074 -0.118 -0.010
## pop_est2015 poverty_percent study_per_cap
## target_death_rate -0.120 0.429 -0.022
## avg_ann_count -0.052 -0.123 -0.005
## avg_deaths_per_year 0.978 -0.067 0.063
## incidence_rate 0.027 0.009 0.077
## med_income 0.236 -0.789 0.044
## pop_est2015 1.000 -0.065 0.056
## poverty_percent -0.065 1.000 -0.056
## study_per_cap 0.056 -0.056 1.000
## median_age -0.025 -0.029 -0.026
## median_age_male -0.177 -0.214 -0.037
## median_age_female -0.178 -0.148 -0.031
## avg_household_size 0.110 0.074 -0.004
## percent_married -0.160 -0.643 -0.038
## pct_no_hs18_24 -0.127 0.288 -0.090
## pct_hs18_24 -0.152 0.094 -0.057
## pct_some_col18_24 NA NA NA
## pct_bach_deg18_24 0.248 -0.387 0.064
## pct_hs25_over -0.312 0.194 -0.085
## pct_bach_deg25_over 0.297 -0.532 0.109
## pct_employed16_over NA NA NA
## pct_unemployed16_over 0.051 0.655 -0.032
## pct_private_coverage 0.053 -0.823 0.093
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage 0.159 -0.683 0.100
## pct_public_coverage -0.160 0.651 -0.051
## pct_public_coverage_alone -0.041 0.799 -0.056
## pct_white -0.190 -0.509 0.023
## pct_black 0.073 0.512 -0.020
## pct_asian 0.464 -0.157 0.063
## pct_other_race 0.241 0.047 -0.015
## pct_married_households -0.128 -0.605 -0.052
## birth_rate -0.058 -0.012 0.011
## median_age median_age_male median_age_female
## target_death_rate 0.004 -0.022 0.012
## avg_ann_count 0.037 0.121 0.121
## avg_deaths_per_year -0.025 -0.148 -0.144
## incidence_rate 0.018 -0.015 -0.009
## med_income -0.013 -0.092 -0.153
## pop_est2015 -0.025 -0.177 -0.178
## poverty_percent -0.029 -0.214 -0.148
## study_per_cap -0.026 -0.037 -0.031
## median_age 1.000 0.129 0.125
## median_age_male 0.129 1.000 0.934
## median_age_female 0.125 0.934 1.000
## avg_household_size -0.032 -0.343 -0.368
## percent_married 0.046 0.450 0.375
## pct_no_hs18_24 0.006 0.100 0.136
## pct_hs18_24 0.051 0.241 0.243
## pct_some_col18_24 NA NA NA
## pct_bach_deg18_24 -0.017 -0.034 -0.071
## pct_hs25_over 0.037 0.318 0.345
## pct_bach_deg25_over -0.020 -0.132 -0.181
## pct_employed16_over NA NA NA
## pct_unemployed16_over 0.019 -0.143 -0.111
## pct_private_coverage 0.005 0.082 0.047
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage -0.037 -0.209 -0.252
## pct_public_coverage 0.049 0.399 0.455
## pct_public_coverage_alone -0.003 0.002 0.048
## pct_white 0.035 0.398 0.340
## pct_black -0.017 -0.243 -0.157
## pct_asian -0.038 -0.238 -0.259
## pct_other_race -0.030 -0.267 -0.274
## pct_married_households 0.015 0.222 0.162
## birth_rate -0.008 -0.104 -0.099
## avg_household_size percent_married
## target_death_rate -0.037 -0.267
## avg_ann_count -0.077 0.162
## avg_deaths_per_year 0.086 -0.181
## incidence_rate -0.118 -0.120
## med_income 0.112 0.355
## pop_est2015 0.110 -0.160
## poverty_percent 0.074 -0.643
## study_per_cap -0.004 -0.038
## median_age -0.032 0.046
## median_age_male -0.343 0.450
## median_age_female -0.368 0.375
## avg_household_size 1.000 -0.101
## percent_married -0.101 1.000
## pct_no_hs18_24 0.065 -0.012
## pct_hs18_24 0.027 0.133
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 -0.061 0.053
## pct_hs25_over -0.139 0.102
## pct_bach_deg25_over 0.014 0.104
## pct_employed16_over NA NA
## pct_unemployed16_over 0.132 -0.551
## pct_private_coverage -0.144 0.449
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage 0.011 0.233
## pct_public_coverage -0.135 -0.247
## pct_public_coverage_alone 0.061 -0.460
## pct_white -0.188 0.677
## pct_black 0.030 -0.622
## pct_asian 0.132 -0.149
## pct_other_race 0.229 -0.105
## pct_married_households 0.091 0.870
## birth_rate 0.076 0.141
## pct_no_hs18_24 pct_hs18_24 pct_some_col18_24
## target_death_rate 0.088 0.262 NA
## avg_ann_count 0.010 -0.055 NA
## avg_deaths_per_year -0.137 -0.151 NA
## incidence_rate -0.171 0.023 NA
## med_income -0.289 -0.190 NA
## pop_est2015 -0.127 -0.152 NA
## poverty_percent 0.288 0.094 NA
## study_per_cap -0.090 -0.057 NA
## median_age 0.006 0.051 NA
## median_age_male 0.100 0.241 NA
## median_age_female 0.136 0.243 NA
## avg_household_size 0.065 0.027 NA
## percent_married -0.012 0.133 NA
## pct_no_hs18_24 1.000 0.085 NA
## pct_hs18_24 0.085 1.000 NA
## pct_some_col18_24 NA NA 1
## pct_bach_deg18_24 -0.381 -0.389 NA
## pct_hs25_over 0.217 0.439 NA
## pct_bach_deg25_over -0.397 -0.405 NA
## pct_employed16_over NA NA NA
## pct_unemployed16_over 0.181 0.131 NA
## pct_private_coverage -0.455 -0.254 NA
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage -0.430 -0.244 NA
## pct_public_coverage 0.319 0.278 NA
## pct_public_coverage_alone 0.327 0.234 NA
## pct_white -0.157 0.045 NA
## pct_black 0.117 -0.025 NA
## pct_asian -0.218 -0.200 NA
## pct_other_race 0.126 -0.060 NA
## pct_married_households 0.005 0.120 NA
## birth_rate 0.126 0.058 NA
## pct_bach_deg18_24 pct_hs25_over
## target_death_rate -0.288 0.405
## avg_ann_count 0.080 -0.016
## avg_deaths_per_year 0.260 -0.296
## incidence_rate 0.047 0.122
## med_income 0.493 -0.471
## pop_est2015 0.248 -0.312
## poverty_percent -0.387 0.194
## study_per_cap 0.064 -0.085
## median_age -0.017 0.037
## median_age_male -0.034 0.318
## median_age_female -0.071 0.345
## avg_household_size -0.061 -0.139
## percent_married 0.053 0.102
## pct_no_hs18_24 -0.381 0.217
## pct_hs18_24 -0.389 0.439
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 1.000 -0.384
## pct_hs25_over -0.384 1.000
## pct_bach_deg25_over 0.600 -0.741
## pct_employed16_over NA NA
## pct_unemployed16_over -0.309 0.082
## pct_private_coverage 0.488 -0.222
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage 0.451 -0.223
## pct_public_coverage -0.422 0.428
## pct_public_coverage_alone -0.422 0.297
## pct_white 0.069 0.188
## pct_black -0.094 -0.024
## pct_asian 0.346 -0.437
## pct_other_race 0.007 -0.286
## pct_married_households 0.000 0.062
## birth_rate -0.125 0.017
## pct_bach_deg25_over pct_employed16_over
## target_death_rate -0.485 NA
## avg_ann_count 0.041 NA
## avg_deaths_per_year 0.293 NA
## incidence_rate -0.038 NA
## med_income 0.705 NA
## pop_est2015 0.297 NA
## poverty_percent -0.532 NA
## study_per_cap 0.109 NA
## median_age -0.020 NA
## median_age_male -0.132 NA
## median_age_female -0.181 NA
## avg_household_size 0.014 NA
## percent_married 0.104 NA
## pct_no_hs18_24 -0.397 NA
## pct_hs18_24 -0.405 NA
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 0.600 NA
## pct_hs25_over -0.741 NA
## pct_bach_deg25_over 1.000 NA
## pct_employed16_over NA 1
## pct_unemployed16_over -0.373 NA
## pct_private_coverage 0.603 NA
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage 0.539 NA
## pct_public_coverage -0.636 NA
## pct_public_coverage_alone -0.606 NA
## pct_white 0.049 NA
## pct_black -0.146 NA
## pct_asian 0.438 NA
## pct_other_race 0.039 NA
## pct_married_households 0.098 NA
## birth_rate -0.088 NA
## pct_unemployed16_over pct_private_coverage
## target_death_rate 0.378 -0.386
## avg_ann_count -0.163 0.128
## avg_deaths_per_year 0.070 0.056
## incidence_rate 0.100 0.105
## med_income -0.453 0.724
## pop_est2015 0.051 0.053
## poverty_percent 0.655 -0.823
## study_per_cap -0.032 0.093
## median_age 0.019 0.005
## median_age_male -0.143 0.082
## median_age_female -0.111 0.047
## avg_household_size 0.132 -0.144
## percent_married -0.551 0.449
## pct_no_hs18_24 0.181 -0.455
## pct_hs18_24 0.131 -0.254
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 -0.309 0.488
## pct_hs25_over 0.082 -0.222
## pct_bach_deg25_over -0.373 0.603
## pct_employed16_over NA NA
## pct_unemployed16_over 1.000 -0.634
## pct_private_coverage -0.634 1.000
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage -0.475 0.827
## pct_public_coverage 0.530 -0.720
## pct_public_coverage_alone 0.655 -0.886
## pct_white -0.502 0.429
## pct_black 0.469 -0.345
## pct_asian -0.022 0.189
## pct_other_race 0.028 -0.176
## pct_married_households -0.470 0.435
## birth_rate -0.068 -0.040
## pct_private_coverage_alone
## target_death_rate NA
## avg_ann_count NA
## avg_deaths_per_year NA
## incidence_rate NA
## med_income NA
## pop_est2015 NA
## poverty_percent NA
## study_per_cap NA
## median_age NA
## median_age_male NA
## median_age_female NA
## avg_household_size NA
## percent_married NA
## pct_no_hs18_24 NA
## pct_hs18_24 NA
## pct_some_col18_24 NA
## pct_bach_deg18_24 NA
## pct_hs25_over NA
## pct_bach_deg25_over NA
## pct_employed16_over NA
## pct_unemployed16_over NA
## pct_private_coverage NA
## pct_private_coverage_alone 1
## pct_emp_priv_coverage NA
## pct_public_coverage NA
## pct_public_coverage_alone NA
## pct_white NA
## pct_black NA
## pct_asian NA
## pct_other_race NA
## pct_married_households NA
## birth_rate NA
## pct_emp_priv_coverage pct_public_coverage
## target_death_rate -0.267 0.405
## avg_ann_count 0.022 -0.055
## avg_deaths_per_year 0.160 -0.132
## incidence_rate 0.150 0.046
## med_income 0.747 -0.755
## pop_est2015 0.159 -0.160
## poverty_percent -0.683 0.651
## study_per_cap 0.100 -0.051
## median_age -0.037 0.049
## median_age_male -0.209 0.399
## median_age_female -0.252 0.455
## avg_household_size 0.011 -0.135
## percent_married 0.233 -0.247
## pct_no_hs18_24 -0.430 0.319
## pct_hs18_24 -0.244 0.278
## pct_some_col18_24 NA NA
## pct_bach_deg18_24 0.451 -0.422
## pct_hs25_over -0.223 0.428
## pct_bach_deg25_over 0.539 -0.636
## pct_employed16_over NA NA
## pct_unemployed16_over -0.475 0.530
## pct_private_coverage 0.827 -0.720
## pct_private_coverage_alone NA NA
## pct_emp_priv_coverage 1.000 -0.778
## pct_public_coverage -0.778 1.000
## pct_public_coverage_alone -0.729 0.866
## pct_white 0.270 -0.134
## pct_black -0.237 0.196
## pct_asian 0.282 -0.306
## pct_other_race -0.064 -0.079
## pct_married_households 0.323 -0.362
## birth_rate -0.094 -0.031
## pct_public_coverage_alone pct_white pct_black
## target_death_rate 0.449 -0.177 0.257
## avg_ann_count -0.134 0.099 -0.098
## avg_deaths_per_year -0.027 -0.187 0.085
## incidence_rate 0.041 -0.015 0.113
## med_income -0.720 0.167 -0.270
## pop_est2015 -0.041 -0.190 0.073
## poverty_percent 0.799 -0.509 0.512
## study_per_cap -0.056 0.023 -0.020
## median_age -0.003 0.035 -0.017
## median_age_male 0.002 0.398 -0.243
## median_age_female 0.048 0.340 -0.157
## avg_household_size 0.061 -0.188 0.030
## percent_married -0.460 0.677 -0.622
## pct_no_hs18_24 0.327 -0.157 0.117
## pct_hs18_24 0.234 0.045 -0.025
## pct_some_col18_24 NA NA NA
## pct_bach_deg18_24 -0.422 0.069 -0.094
## pct_hs25_over 0.297 0.188 -0.024
## pct_bach_deg25_over -0.606 0.049 -0.146
## pct_employed16_over NA NA NA
## pct_unemployed16_over 0.655 -0.502 0.469
## pct_private_coverage -0.886 0.429 -0.345
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage -0.729 0.270 -0.237
## pct_public_coverage 0.866 -0.134 0.196
## pct_public_coverage_alone 1.000 -0.361 0.330
## pct_white -0.361 1.000 -0.828
## pct_black 0.330 -0.828 1.000
## pct_asian -0.181 -0.266 0.017
## pct_other_race 0.084 -0.234 -0.023
## pct_married_households -0.474 0.597 -0.574
## birth_rate -0.005 -0.009 -0.068
## pct_asian pct_other_race pct_married_households
## target_death_rate -0.186 -0.190 -0.293
## avg_ann_count -0.052 0.012 0.073
## avg_deaths_per_year 0.443 0.215 -0.160
## incidence_rate -0.008 -0.209 -0.152
## med_income 0.426 0.084 0.446
## pop_est2015 0.464 0.241 -0.128
## poverty_percent -0.157 0.047 -0.605
## study_per_cap 0.063 -0.015 -0.052
## median_age -0.038 -0.030 0.015
## median_age_male -0.238 -0.267 0.222
## median_age_female -0.259 -0.274 0.162
## avg_household_size 0.132 0.229 0.091
## percent_married -0.149 -0.105 0.870
## pct_no_hs18_24 -0.218 0.126 0.005
## pct_hs18_24 -0.200 -0.060 0.120
## pct_some_col18_24 NA NA NA
## pct_bach_deg18_24 0.346 0.007 0.000
## pct_hs25_over -0.437 -0.286 0.062
## pct_bach_deg25_over 0.438 0.039 0.098
## pct_employed16_over NA NA NA
## pct_unemployed16_over -0.022 0.028 -0.470
## pct_private_coverage 0.189 -0.176 0.435
## pct_private_coverage_alone NA NA NA
## pct_emp_priv_coverage 0.282 -0.064 0.323
## pct_public_coverage -0.306 -0.079 -0.362
## pct_public_coverage_alone -0.181 0.084 -0.474
## pct_white -0.266 -0.234 0.597
## pct_black 0.017 -0.023 -0.574
## pct_asian 1.000 0.201 -0.087
## pct_other_race 0.201 1.000 -0.027
## pct_married_households -0.087 -0.027 1.000
## birth_rate -0.062 0.060 0.102
## birth_rate
## target_death_rate -0.087
## avg_ann_count 0.095
## avg_deaths_per_year -0.074
## incidence_rate -0.118
## med_income -0.010
## pop_est2015 -0.058
## poverty_percent -0.012
## study_per_cap 0.011
## median_age -0.008
## median_age_male -0.104
## median_age_female -0.099
## avg_household_size 0.076
## percent_married 0.141
## pct_no_hs18_24 0.126
## pct_hs18_24 0.058
## pct_some_col18_24 NA
## pct_bach_deg18_24 -0.125
## pct_hs25_over 0.017
## pct_bach_deg25_over -0.088
## pct_employed16_over NA
## pct_unemployed16_over -0.068
## pct_private_coverage -0.040
## pct_private_coverage_alone NA
## pct_emp_priv_coverage -0.094
## pct_public_coverage -0.031
## pct_public_coverage_alone -0.005
## pct_white -0.009
## pct_black -0.068
## pct_asian -0.062
## pct_other_race 0.060
## pct_married_households 0.102
## birth_rate 1.000summary(raw_data1$pct_employed16_over) # contains 152 NA's## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 17.60 48.60 54.50 54.15 60.30 80.10 152summary(raw_data1$pct_unemployed16_over)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.400 5.500 7.600 7.852 9.700 29.400summary(raw_data1$pct_private_coverage)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 22.30 57.20 65.10 64.35 72.10 92.30summary(raw_data1$pct_private_coverage_alone) # get rid of this variable! Contains 609 NA's## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 15.70 41.00 48.70 48.45 55.60 78.90 609summary(raw_data1$pct_emp_priv_coverage)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 13.5 34.5 41.1 41.2 47.7 70.7summary(raw_data1$pct_public_coverage)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 11.20 30.90 36.30 36.25 41.55 65.10summary(raw_data1$pct_public_coverage_alone)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 2.60 14.85 18.80 19.24 23.10 46.60histogram1 = ggplot(raw_data1, aes(x = raw_data1$pct_employed16_over)) + geom_histogram() + labs(title = "Percent ages 16+ employed")
histogram2 = ggplot(raw_data1, aes(x = raw_data1$pct_unemployed16_over)) + geom_histogram() + labs(title = "Percent ages 16+ unemployed")
histogram3 = ggplot(raw_data1, aes(x = raw_data1$pct_private_coverage)) + geom_histogram() + labs(title = "Percent private health coverage")
histogram4 = ggplot(raw_data1, aes(x = raw_data1$pct_private_coverage_alone)) + geom_histogram() + labs(title = "Percent private health coverage alone")
histogram5 = ggplot(raw_data1, aes(x = raw_data1$pct_emp_priv_coverage)) + geom_histogram() + labs(title = "Percent employee-provided private health coverage")
histogram6 = ggplot(raw_data1, aes(x = raw_data1$pct_public_coverage)) + geom_histogram() + labs(title = "Percent government-provided health coverage")
histogram7 = ggplot(raw_data1, aes(x = raw_data1$pct_public_coverage_alone)) + geom_histogram() + labs(title = "Percent government-provided health coverage alone")
(histogram1 + histogram2)## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.## Warning: Removed 152 rows containing non-finite values (stat_bin).## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
(histogram3 + histogram4)## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.## Warning: Removed 609 rows containing non-finite values (stat_bin).
(histogram5 + histogram6)/(histogram7)## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
reg1 = lm(target_death_rate~pct_employed16_over, data = raw_data1)
reg2 = lm(target_death_rate~pct_unemployed16_over, data = raw_data1)
reg3 = lm(target_death_rate~pct_private_coverage, data = raw_data1)
reg4 = lm(target_death_rate~pct_private_coverage_alone, data = raw_data1)
reg5 = lm(target_death_rate~pct_emp_priv_coverage, data = raw_data1)
reg6 = lm(target_death_rate~pct_public_coverage, data = raw_data1)
reg7 = lm(target_death_rate~pct_public_coverage_alone , data = raw_data1)
plot(raw_data1$pct_employed16_over, raw_data1$target_death_rate)
abline(reg1,lwd = 2,col = 2)
plot(raw_data1$pct_unemployed16_over, raw_data1$target_death_rate)
abline(reg2,lwd = 2,col = 2)
plot(raw_data1$pct_private_coverage, raw_data1$target_death_rate)
abline(reg3,lwd = 2,col = 2)
plot(raw_data1$pct_private_coverage_alone, raw_data1$target_death_rate)
abline(reg4,lwd = 2,col = 2)
plot(raw_data1$pct_emp_priv_coverage, raw_data1$target_death_rate)
abline(reg5,lwd = 2,col = 2)
plot(raw_data1$pct_public_coverage, raw_data1$target_death_rate)
abline(reg6,lwd = 2,col = 2)
plot(raw_data1$pct_public_coverage_alone, raw_data1$target_death_rate)
abline(reg7,lwd = 2,col = 2)
raw_data2 = raw_data1 %>%
#mutate(interaction1 = med_income * poverty_percent) %>%
select(target_death_rate, avg_ann_count, incidence_rate, med_income, poverty_percent, median_age_male, median_age_female, pct_bach_deg25_over, pct_unemployed16_over, pct_public_coverage_alone)
#############################################################################
# Backward elimination: take out non-significant variables 'one at a time' #
# starting with the highest p-value #
#############################################################################
reg = lm(target_death_rate~., data = raw_data2)
summary(reg)##
## Call:
## lm(formula = target_death_rate ~ ., data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -116.882 -11.919 -0.022 11.600 138.835
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.805e+01 7.210e+00 12.211 < 2e-16 ***
## avg_ann_count -3.660e-05 3.595e-05 -1.018 0.30859
## incidence_rate 2.168e-01 6.780e-03 31.973 < 2e-16 ***
## med_income -2.918e-05 6.467e-05 -0.451 0.65189
## poverty_percent 5.911e-01 1.366e-01 4.327 1.56e-05 ***
## median_age_male -7.286e-02 2.018e-01 -0.361 0.71812
## median_age_female -2.653e-02 1.973e-01 -0.134 0.89302
## pct_bach_deg25_over -1.644e+00 1.000e-01 -16.437 < 2e-16 ***
## pct_unemployed16_over 5.481e-01 1.522e-01 3.602 0.00032 ***
## pct_public_coverage_alone 3.357e-01 1.150e-01 2.919 0.00354 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.22 on 3037 degrees of freedom
## Multiple R-squared: 0.4708, Adjusted R-squared: 0.4693
## F-statistic: 300.3 on 9 and 3037 DF, p-value: < 2.2e-16# No Median age of female county residents
step1<-update(reg, . ~ . -median_age_female)
summary(step1)##
## Call:
## lm(formula = target_death_rate ~ avg_ann_count + incidence_rate +
## med_income + poverty_percent + median_age_male + pct_bach_deg25_over +
## pct_unemployed16_over + pct_public_coverage_alone, data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -116.737 -11.909 -0.042 11.621 138.827
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.787e+01 7.091e+00 12.393 < 2e-16 ***
## avg_ann_count -3.673e-05 3.593e-05 -1.022 0.306674
## incidence_rate 2.168e-01 6.778e-03 31.979 < 2e-16 ***
## med_income -2.851e-05 6.447e-05 -0.442 0.658355
## poverty_percent 5.910e-01 1.366e-01 4.327 1.56e-05 ***
## median_age_male -9.768e-02 8.187e-02 -1.193 0.232932
## pct_bach_deg25_over -1.644e+00 9.991e-02 -16.452 < 2e-16 ***
## pct_unemployed16_over 5.487e-01 1.521e-01 3.608 0.000314 ***
## pct_public_coverage_alone 3.358e-01 1.150e-01 2.920 0.003521 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3038 degrees of freedom
## Multiple R-squared: 0.4708, Adjusted R-squared: 0.4694
## F-statistic: 337.9 on 8 and 3038 DF, p-value: < 2.2e-16# No Median income per county
step2<-update(step1, . ~ . -med_income)
summary(step2)##
## Call:
## lm(formula = target_death_rate ~ avg_ann_count + incidence_rate +
## poverty_percent + median_age_male + pct_bach_deg25_over +
## pct_unemployed16_over + pct_public_coverage_alone, data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -116.348 -11.890 0.011 11.616 138.725
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.578e+01 5.276e+00 16.259 < 2e-16 ***
## avg_ann_count -3.557e-05 3.583e-05 -0.993 0.320818
## incidence_rate 2.167e-01 6.777e-03 31.981 < 2e-16 ***
## poverty_percent 6.286e-01 1.070e-01 5.877 4.64e-09 ***
## median_age_male -8.616e-02 7.761e-02 -1.110 0.266995
## pct_bach_deg25_over -1.665e+00 8.799e-02 -18.918 < 2e-16 ***
## pct_unemployed16_over 5.356e-01 1.492e-01 3.591 0.000335 ***
## pct_public_coverage_alone 3.387e-01 1.148e-01 2.950 0.003198 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3039 degrees of freedom
## Multiple R-squared: 0.4708, Adjusted R-squared: 0.4696
## F-statistic: 386.2 on 7 and 3039 DF, p-value: < 2.2e-16# No Mean number of reported cases of cancer diagnosed annually
step3<-update(step2, . ~ . -avg_ann_count)
summary(step3)##
## Call:
## lm(formula = target_death_rate ~ incidence_rate + poverty_percent +
## median_age_male + pct_bach_deg25_over + pct_unemployed16_over +
## pct_public_coverage_alone, data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -116.202 -11.906 0.025 11.620 138.797
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 85.925807 5.273560 16.294 < 2e-16 ***
## incidence_rate 0.216469 0.006772 31.967 < 2e-16 ***
## poverty_percent 0.624718 0.106888 5.845 5.62e-09 ***
## median_age_male -0.094322 0.077169 -1.222 0.221701
## pct_bach_deg25_over -1.662566 0.087967 -18.900 < 2e-16 ***
## pct_unemployed16_over 0.548692 0.148591 3.693 0.000226 ***
## pct_public_coverage_alone 0.346357 0.114521 3.024 0.002512 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3040 degrees of freedom
## Multiple R-squared: 0.4706, Adjusted R-squared: 0.4696
## F-statistic: 450.4 on 6 and 3040 DF, p-value: < 2.2e-16# No Median age of male county residents
step4<-update(step3, . ~ . -median_age_male)
summary(step4)##
## Call:
## lm(formula = target_death_rate ~ incidence_rate + poverty_percent +
## pct_bach_deg25_over + pct_unemployed16_over + pct_public_coverage_alone,
## data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.808 -11.920 0.036 11.653 138.911
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 81.52141 3.85070 21.171 < 2e-16 ***
## incidence_rate 0.21669 0.00677 32.009 < 2e-16 ***
## poverty_percent 0.67035 0.10016 6.692 2.6e-11 ***
## pct_bach_deg25_over -1.64000 0.08601 -19.066 < 2e-16 ***
## pct_unemployed16_over 0.56332 0.14812 3.803 0.000146 ***
## pct_public_coverage_alone 0.31452 0.11153 2.820 0.004832 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3041 degrees of freedom
## Multiple R-squared: 0.4704, Adjusted R-squared: 0.4695
## F-statistic: 540.1 on 5 and 3041 DF, p-value: < 2.2e-16############################################################################
# Stepwise regreession #
# 'Step' function uses AIC criterion for var selection and the default #
# option is 'backward'. #
# Step is a simplified version of stepAIC() #
############################################################################
mult.fit <- lm(target_death_rate~., data = raw_data2)
step(mult.fit, direction = 'both')## Start: AIC=18331.83
## target_death_rate ~ avg_ann_count + incidence_rate + med_income +
## poverty_percent + median_age_male + median_age_female + pct_bach_deg25_over +
## pct_unemployed16_over + pct_public_coverage_alone
##
## Df Sum of Sq RSS AIC
## - median_age_female 1 7 1241348 18330
## - median_age_male 1 53 1241394 18330
## - med_income 1 83 1241424 18330
## - avg_ann_count 1 424 1241765 18331
## <none> 1241341 18332
## - pct_public_coverage_alone 1 3483 1244824 18338
## - pct_unemployed16_over 1 5304 1246645 18343
## - poverty_percent 1 7651 1248993 18349
## - pct_bach_deg25_over 1 110437 1351778 18590
## - incidence_rate 1 417846 1659187 19214
##
## Step: AIC=18329.85
## target_death_rate ~ avg_ann_count + incidence_rate + med_income +
## poverty_percent + median_age_male + pct_bach_deg25_over +
## pct_unemployed16_over + pct_public_coverage_alone
##
## Df Sum of Sq RSS AIC
## - med_income 1 80 1241428 18328
## - avg_ann_count 1 427 1241776 18329
## - median_age_male 1 582 1241930 18329
## <none> 1241348 18330
## + median_age_female 1 7 1241341 18332
## - pct_public_coverage_alone 1 3485 1244833 18336
## - pct_unemployed16_over 1 5319 1246667 18341
## - poverty_percent 1 7649 1248997 18347
## - pct_bach_deg25_over 1 110598 1351946 18588
## - incidence_rate 1 417875 1659223 19212
##
## Step: AIC=18328.04
## target_death_rate ~ avg_ann_count + incidence_rate + poverty_percent +
## median_age_male + pct_bach_deg25_over + pct_unemployed16_over +
## pct_public_coverage_alone
##
## Df Sum of Sq RSS AIC
## - avg_ann_count 1 403 1241831 18327
## - median_age_male 1 504 1241932 18327
## <none> 1241428 18328
## + med_income 1 80 1241348 18330
## + median_age_female 1 4 1241424 18330
## - pct_public_coverage_alone 1 3556 1244984 18335
## - pct_unemployed16_over 1 5267 1246695 18339
## - poverty_percent 1 14108 1255536 18360
## - pct_bach_deg25_over 1 146192 1387620 18665
## - incidence_rate 1 417799 1659228 19210
##
## Step: AIC=18327.03
## target_death_rate ~ incidence_rate + poverty_percent + median_age_male +
## pct_bach_deg25_over + pct_unemployed16_over + pct_public_coverage_alone
##
## Df Sum of Sq RSS AIC
## - median_age_male 1 610 1242441 18326
## <none> 1241831 18327
## + avg_ann_count 1 403 1241428 18328
## + med_income 1 56 1241776 18329
## + median_age_female 1 7 1241824 18329
## - pct_public_coverage_alone 1 3737 1245568 18334
## - pct_unemployed16_over 1 5570 1247401 18339
## - poverty_percent 1 13954 1255785 18359
## - pct_bach_deg25_over 1 145916 1387747 18664
## - incidence_rate 1 417432 1659263 19208
##
## Step: AIC=18326.53
## target_death_rate ~ incidence_rate + poverty_percent + pct_bach_deg25_over +
## pct_unemployed16_over + pct_public_coverage_alone
##
## Df Sum of Sq RSS AIC
## <none> 1242441 18326
## + median_age_male 1 610 1241831 18327
## + median_age_female 1 568 1241873 18327
## + avg_ann_count 1 510 1241932 18327
## + med_income 1 1 1242440 18328
## - pct_public_coverage_alone 1 3249 1245691 18332
## - pct_unemployed16_over 1 5909 1248351 18339
## - poverty_percent 1 18299 1260741 18369
## - pct_bach_deg25_over 1 148524 1390965 18669
## - incidence_rate 1 418595 1661036 19209##
## Call:
## lm(formula = target_death_rate ~ incidence_rate + poverty_percent +
## pct_bach_deg25_over + pct_unemployed16_over + pct_public_coverage_alone,
## data = raw_data2)
##
## Coefficients:
## (Intercept) incidence_rate
## 81.5214 0.2167
## poverty_percent pct_bach_deg25_over
## 0.6703 -1.6400
## pct_unemployed16_over pct_public_coverage_alone
## 0.5633 0.3145#########################################################################################
# Forward elimination: Reversed backward elimination starting with the lowest p-value #
#########################################################################################
### Step 1: Fit simple linear regressions for all variables,look for the variable with lowest p-value
fit1 <- lm(target_death_rate ~ avg_ann_count, data=raw_data2)
tidy(fit1)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 179. 0.514 348. 0
## 2 avg_ann_count -0.000153 0.0000481 -3.19 0.00142fit2 <- lm(target_death_rate ~ incidence_rate, data=raw_data2)
tidy(fit2)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 76.2 3.72 20.5 1.61e- 87
## 2 incidence_rate 0.229 0.00823 27.8 2.07e-151fit3 <- lm(target_death_rate ~ med_income, data=raw_data2)
tidy(fit3)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 225. 1.83 123. 0.
## 2 med_income -0.000988 0.0000377 -26.2 2.04e-136fit4 <- lm(target_death_rate ~ poverty_percent, data=raw_data2)
tidy(fit4)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 147. 1.28 115. 0.
## 2 poverty_percent 1.86 0.0709 26.2 5.90e-137fit5 <- lm(target_death_rate ~ median_age_male, data=raw_data2)
tidy(fit5)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 183. 3.84 47.7 0
## 2 median_age_male -0.116 0.0962 -1.21 0.226fit6 <- lm(target_death_rate ~ median_age_female, data=raw_data2)
tidy(fit6)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 176. 4.04 43.6 3.00e-323
## 2 median_age_female 0.0632 0.0950 0.665 5.06e- 1fit7 <- lm(target_death_rate ~ pct_bach_deg25_over, data=raw_data2)
tidy(fit7)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 212. 1.17 181. 0.
## 2 pct_bach_deg25_over -2.50 0.0815 -30.6 5.66e-180fit8 <- lm(target_death_rate ~ pct_unemployed16_over, data=raw_data2)
tidy(fit8)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 155. 1.16 134. 0.
## 2 pct_unemployed16_over 3.04 0.135 22.6 2.47e-104fit9 <- lm(target_death_rate ~ pct_public_coverage_alone, data=raw_data2)
tidy(fit9)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 139. 1.48 94.0 0.
## 2 pct_public_coverage_alone 2.04 0.0735 27.8 2.35e-151# Enter first the one with the lowest p-value: pct_bach_deg25_over
forward1<-lm(target_death_rate~pct_bach_deg25_over , data=raw_data2)
tidy(forward1)## # A tibble: 2 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 212. 1.17 181. 0.
## 2 pct_bach_deg25_over -2.50 0.0815 -30.6 5.66e-180### Step 2: Enter the one with the lowest p-value in the rest
fit1 <- update(forward1, . ~ . +avg_ann_count)
tidy(fit1)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 212. 1.17 181. 0.
## 2 pct_bach_deg25_over -2.49 0.0815 -30.5 6.02e-179
## 3 avg_ann_count -0.000101 0.0000421 -2.39 1.68e- 2fit2 <- update(forward1, . ~ . +incidence_rate)
tidy(fit2)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 112. 3.34 33.6 3.85e-211
## 2 pct_bach_deg25_over -2.41 0.0710 -34.0 4.54e-215
## 3 incidence_rate 0.219 0.00702 31.3 1.60e-186fit3 <- update(forward1, . ~ . +med_income)
tidy(fit3)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 222. 1.77 126. 0.
## 2 pct_bach_deg25_over -1.87 0.114 -16.5 1.81e-58
## 3 med_income -0.000396 0.0000510 -7.76 1.13e-14fit4 <- update(forward1, . ~ . +poverty_percent)
tidy(fit4)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 186. 2.29 81.0 0.
## 2 pct_bach_deg25_over -1.84 0.0936 -19.7 2.10e-81
## 3 poverty_percent 1.03 0.0788 13.1 2.72e-38fit5 <- update(forward1, . ~ . +median_age_male)
tidy(fit5)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 231. 3.67 62.9 0.
## 2 pct_bach_deg25_over -2.56 0.0818 -31.2 4.07e-186
## 3 median_age_male -0.464 0.0845 -5.49 4.34e- 8fit6 <- update(forward1, . ~ . +median_age_female)
tidy(fit6)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 230. 3.92 58.7 0.
## 2 pct_bach_deg25_over -2.57 0.0826 -31.1 5.65e-185
## 3 median_age_female -0.411 0.0841 -4.88 1.12e- 6fit7 <- update(forward1, . ~ . +pct_unemployed16_over)
tidy(fit7)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 192. 1.85 103. 0.
## 2 pct_bach_deg25_over -2.06 0.0852 -24.1 5.27e-118
## 3 pct_unemployed16_over 1.84 0.133 13.8 2.79e- 42fit8 <- update(forward1, . ~ . +pct_public_coverage_alone)
tidy(fit8)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 180. 2.75 65.6 0.
## 2 pct_bach_deg25_over -1.73 0.0999 -17.4 2.09e-64
## 3 pct_public_coverage_alone 1.11 0.0881 12.6 1.05e-35# Enter the one with the lowest p-value: incidence_rate
forward2 <- update(forward1, . ~ . + incidence_rate)
tidy(forward2)## # A tibble: 3 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 112. 3.34 33.6 3.85e-211
## 2 pct_bach_deg25_over -2.41 0.0710 -34.0 4.54e-215
## 3 incidence_rate 0.219 0.00702 31.3 1.60e-186### Step 3: Enter the one with the lowest p-value in the rest
fit1 <- update(forward2, . ~ . +avg_ann_count)
tidy(fit1)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 112. 3.33 33.7 1.91e-211
## 2 pct_bach_deg25_over -2.40 0.0709 -33.9 7.70e-214
## 3 incidence_rate 0.220 0.00701 31.4 6.87e-188
## 4 avg_ann_count -0.000128 0.0000366 -3.51 4.57e- 4fit2 <- update(forward2, . ~ . +med_income)
tidy(fit2)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 123. 3.45 35.7 4.94e-233
## 2 pct_bach_deg25_over -1.71 0.0985 -17.3 2.64e- 64
## 3 incidence_rate 0.222 0.00691 32.2 1.59e-195
## 4 med_income -0.000448 0.0000441 -10.2 7.84e- 24fit3 <- update(forward2, . ~ . +poverty_percent)
tidy(fit3)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 84.8 3.66 23.2 1.60e-109
## 2 pct_bach_deg25_over -1.74 0.0806 -21.6 2.47e- 96
## 3 incidence_rate 0.221 0.00675 32.7 1.66e-201
## 4 poverty_percent 1.06 0.0678 15.7 2.21e- 53fit4 <- update(forward2, . ~ . +median_age_male)
tidy(fit4)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 130. 4.54 28.6 1.18e-159
## 2 pct_bach_deg25_over -2.47 0.0712 -34.6 8.52e-222
## 3 incidence_rate 0.219 0.00698 31.3 6.17e-187
## 4 median_age_male -0.418 0.0735 -5.69 1.42e- 8fit5 <- update(forward2, . ~ . +median_age_female)
tidy(fit5)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 129. 4.69 27.5 3.09e-149
## 2 pct_bach_deg25_over -2.48 0.0719 -34.5 2.07e-220
## 3 incidence_rate 0.219 0.00699 31.3 6.16e-187
## 4 median_age_female -0.373 0.0732 -5.10 3.62e- 7fit6 <- update(forward2, . ~ . +pct_unemployed16_over)
tidy(fit6)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 99.4 3.40 29.2 1.33e-165
## 2 pct_bach_deg25_over -2.06 0.0744 -27.6 5.04e-150
## 3 incidence_rate 0.211 0.00686 30.8 1.74e-181
## 4 pct_unemployed16_over 1.51 0.117 12.9 2.87e- 37fit7 <- update(forward2, . ~ . +pct_public_coverage_alone)
tidy(fit7)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 83.2 3.86 21.6 3.40e- 96
## 2 pct_bach_deg25_over -1.69 0.0865 -19.5 6.11e- 80
## 3 incidence_rate 0.217 0.00681 31.9 2.83e-193
## 4 pct_public_coverage_alone 1.06 0.0763 13.9 1.55e- 42# Enter the one with the lowest p-value: poverty_percent
forward3 <- update(forward2, . ~ . + poverty_percent)
tidy(forward3)## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 84.8 3.66 23.2 1.60e-109
## 2 pct_bach_deg25_over -1.74 0.0806 -21.6 2.47e- 96
## 3 incidence_rate 0.221 0.00675 32.7 1.66e-201
## 4 poverty_percent 1.06 0.0678 15.7 2.21e- 53### Step 4: Enter the one with the lowest p-value in the rest
fit1 <- update(forward3, . ~ . +avg_ann_count)
tidy(fit1)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.1 3.66 23.2 4.21e-110
## 2 pct_bach_deg25_over -1.74 0.0806 -21.6 9.82e- 97
## 3 incidence_rate 0.221 0.00675 32.8 5.91e-202
## 4 poverty_percent 1.05 0.0683 15.4 2.24e- 51
## 5 avg_ann_count -0.0000631 0.0000355 -1.78 7.56e- 2fit2 <- update(forward3, . ~ . +med_income)
tidy(fit2)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 83.0 4.78 17.4 2.07e- 64
## 2 pct_bach_deg25_over -1.77 0.0965 -18.4 1.44e- 71
## 3 incidence_rate 0.221 0.00676 32.7 5.62e-201
## 4 poverty_percent 1.10 0.0936 11.8 2.48e- 31
## 5 med_income 0.0000359 0.0000595 0.603 5.46e- 1fit3 <- update(forward3, . ~ . +median_age_male)
tidy(fit3)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 87.1 5.29 16.5 1.53e- 58
## 2 pct_bach_deg25_over -1.76 0.0844 -20.8 6.49e- 90
## 3 incidence_rate 0.221 0.00675 32.7 3.52e-201
## 4 poverty_percent 1.05 0.0721 14.6 1.97e- 46
## 5 median_age_male -0.0458 0.0755 -0.606 5.44e- 1fit4 <- update(forward3, . ~ . +median_age_female)
tidy(fit4)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 87.5 5.34 16.4 4.92e- 58
## 2 pct_bach_deg25_over -1.76 0.0848 -20.7 1.66e- 89
## 3 incidence_rate 0.221 0.00675 32.7 3.10e-201
## 4 poverty_percent 1.05 0.0709 14.8 7.89e- 48
## 5 median_age_female -0.0522 0.0740 -0.705 4.81e- 1fit5 <- update(forward3, . ~ . +pct_unemployed16_over)
tidy(fit5)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.0 3.65 23.3 8.95e-111
## 2 pct_bach_deg25_over -1.73 0.0804 -21.5 1.54e- 95
## 3 incidence_rate 0.217 0.00678 32.0 6.66e-194
## 4 poverty_percent 0.828 0.0833 9.94 6.49e- 23
## 5 pct_unemployed16_over 0.686 0.142 4.84 1.37e- 6fit6 <- update(forward3, . ~ . +pct_public_coverage_alone)
tidy(fit6)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 80.0 3.84 20.8 2.98e- 90
## 2 pct_bach_deg25_over -1.62 0.0860 -18.8 1.26e- 74
## 3 incidence_rate 0.220 0.00674 32.6 4.09e-200
## 4 poverty_percent 0.785 0.0957 8.20 3.45e- 16
## 5 pct_public_coverage_alone 0.439 0.107 4.11 4.09e- 5# Enter the one with the lowest p-value: pct_unemployed16_over
forward4 <- update(forward3, . ~ . + pct_unemployed16_over )
tidy(forward4)## # A tibble: 5 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.0 3.65 23.3 8.95e-111
## 2 pct_bach_deg25_over -1.73 0.0804 -21.5 1.54e- 95
## 3 incidence_rate 0.217 0.00678 32.0 6.66e-194
## 4 poverty_percent 0.828 0.0833 9.94 6.49e- 23
## 5 pct_unemployed16_over 0.686 0.142 4.84 1.37e- 6### Step 5: Enter the one with the lowest p-value in the rest
fit1 <- update(forward4, . ~ . +avg_ann_count)
tidy(fit1)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.3 3.65 23.4 4.52e-111
## 2 pct_bach_deg25_over -1.73 0.0804 -21.5 8.72e- 96
## 3 incidence_rate 0.217 0.00678 32.0 3.57e-194
## 4 poverty_percent 0.824 0.0833 9.89 9.80e- 23
## 5 pct_unemployed16_over 0.666 0.143 4.67 3.20e- 6
## 6 avg_ann_count -0.0000442 0.0000356 -1.24 2.15e- 1fit2 <- update(forward4, . ~ . +med_income)
tidy(fit2)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 86.0 4.80 17.9 3.38e- 68
## 2 pct_bach_deg25_over -1.71 0.0970 -17.6 2.18e- 66
## 3 incidence_rate 0.217 0.00678 32.0 7.43e-194
## 4 poverty_percent 0.805 0.112 7.19 7.99e- 13
## 5 pct_unemployed16_over 0.694 0.144 4.81 1.59e- 6
## 6 med_income -0.0000183 0.0000604 -0.303 7.62e- 1fit3 <- update(forward4, . ~ . +median_age_male)
tidy(fit3)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 87.1 5.27 16.5 6.11e- 59
## 2 pct_bach_deg25_over -1.74 0.0842 -20.7 5.02e- 89
## 3 incidence_rate 0.217 0.00678 32.0 1.28e-193
## 4 poverty_percent 0.815 0.0866 9.41 9.89e- 21
## 5 pct_unemployed16_over 0.685 0.142 4.83 1.43e- 6
## 6 median_age_male -0.0412 0.0752 -0.548 5.84e- 1fit4 <- update(forward4, . ~ . +median_age_female)
tidy(fit4)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 87.2 5.32 16.4 5.24e- 58
## 2 pct_bach_deg25_over -1.74 0.0846 -20.6 2.24e- 88
## 3 incidence_rate 0.217 0.00678 32.0 1.05e-193
## 4 poverty_percent 0.817 0.0855 9.55 2.54e- 21
## 5 pct_unemployed16_over 0.684 0.142 4.82 1.51e- 6
## 6 median_age_female -0.0415 0.0737 -0.563 5.74e- 1fit5 <- update(forward4, . ~ . +pct_public_coverage_alone)
tidy(fit5)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 81.5 3.85 21.2 6.58e- 93
## 2 pct_bach_deg25_over -1.64 0.0860 -19.1 1.20e- 76
## 3 incidence_rate 0.217 0.00677 32.0 5.24e-194
## 4 poverty_percent 0.670 0.100 6.69 2.60e- 11
## 5 pct_unemployed16_over 0.563 0.148 3.80 1.46e- 4
## 6 pct_public_coverage_alone 0.315 0.112 2.82 4.83e- 3# Enter the one with the lowest p-value: pct_public_coverage_alone
forward5 <- update(forward4, . ~ . + pct_public_coverage_alone )
tidy(forward5)## # A tibble: 6 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 81.5 3.85 21.2 6.58e- 93
## 2 pct_bach_deg25_over -1.64 0.0860 -19.1 1.20e- 76
## 3 incidence_rate 0.217 0.00677 32.0 5.24e-194
## 4 poverty_percent 0.670 0.100 6.69 2.60e- 11
## 5 pct_unemployed16_over 0.563 0.148 3.80 1.46e- 4
## 6 pct_public_coverage_alone 0.315 0.112 2.82 4.83e- 3### Step 6: Enter the one with the lowest p-value in the rest
fit1 <- update(forward5, . ~ . +avg_ann_count)
tidy(fit1)## # A tibble: 7 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 81.8 3.86 21.2 3.82e- 93
## 2 pct_bach_deg25_over -1.64 0.0861 -19.1 6.97e- 77
## 3 incidence_rate 0.217 0.00677 32.0 3.25e-194
## 4 poverty_percent 0.670 0.100 6.69 2.62e- 11
## 5 pct_unemployed16_over 0.547 0.149 3.68 2.39e- 4
## 6 pct_public_coverage_alone 0.309 0.112 2.77 5.68e- 3
## 7 avg_ann_count -0.0000398 0.0000356 -1.12 2.64e- 1fit2 <- update(forward5, . ~ . +med_income)
tidy(fit2)## # A tibble: 7 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 81.4 5.07 16.0 1.36e- 55
## 2 pct_bach_deg25_over -1.64 0.0999 -16.4 2.84e- 58
## 3 incidence_rate 0.217 0.00677 32.0 6.81e-194
## 4 poverty_percent 0.674 0.121 5.56 2.96e- 8
## 5 pct_unemployed16_over 0.562 0.152 3.70 2.17e- 4
## 6 pct_public_coverage_alone 0.315 0.112 2.80 5.08e- 3
## 7 med_income 0.00000299 0.0000608 0.0492 9.61e- 1fit3 <- update(forward5, . ~ . +median_age_male)
tidy(fit3)## # A tibble: 7 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.9 5.27 16.3 2.73e- 57
## 2 pct_bach_deg25_over -1.66 0.0880 -18.9 2.05e- 75
## 3 incidence_rate 0.216 0.00677 32.0 1.46e-193
## 4 poverty_percent 0.625 0.107 5.84 5.62e- 9
## 5 pct_unemployed16_over 0.549 0.149 3.69 2.26e- 4
## 6 pct_public_coverage_alone 0.346 0.115 3.02 2.51e- 3
## 7 median_age_male -0.0943 0.0772 -1.22 2.22e- 1fit4 <- update(forward5, . ~ . +median_age_female)
tidy(fit4)## # A tibble: 7 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 85.9 5.33 16.1 4.09e- 56
## 2 pct_bach_deg25_over -1.66 0.0884 -18.8 6.72e- 75
## 3 incidence_rate 0.217 0.00677 32.0 1.02e-193
## 4 poverty_percent 0.633 0.105 6.03 1.87e- 9
## 5 pct_unemployed16_over 0.547 0.149 3.68 2.38e- 4
## 6 pct_public_coverage_alone 0.343 0.114 3.00 2.68e- 3
## 7 median_age_female -0.0888 0.0753 -1.18 2.38e- 1# P-value of all new added variables are larger than 0.15, which means that they
# are not significant predictor, and we stop here.
# The model we obtained is target_death_rate~population + murder + hs_grad + frost
mult.fit <- lm(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over , data = raw_data2)
summary(mult.fit)##
## Call:
## lm(formula = target_death_rate ~ pct_bach_deg25_over + incidence_rate +
## poverty_percent + pct_public_coverage_alone + pct_unemployed16_over,
## data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.808 -11.920 0.036 11.653 138.911
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 81.52141 3.85070 21.171 < 2e-16 ***
## pct_bach_deg25_over -1.64000 0.08601 -19.066 < 2e-16 ***
## incidence_rate 0.21669 0.00677 32.009 < 2e-16 ***
## poverty_percent 0.67035 0.10016 6.692 2.6e-11 ***
## pct_public_coverage_alone 0.31452 0.11153 2.820 0.004832 **
## pct_unemployed16_over 0.56332 0.14812 3.803 0.000146 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3041 degrees of freedom
## Multiple R-squared: 0.4704, Adjusted R-squared: 0.4695
## F-statistic: 540.1 on 5 and 3041 DF, p-value: < 2.2e-16Predictive capability of the model
K-fold Cross Validation (CV)
Use 5-fold validation and create the training sets
set.seed(2)
# Use 5-fold validation and create the training sets
data_train <- trainControl(method = "cv", number = 5)
# Fit the 4-variables model
model_caret <- train(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over, data = raw_data2,
trControl = data_train,
method = 'lm',
na.action = na.pass)
# Model predictions using 9 parts of the data fro training
model_caret## Linear Regression
##
## 3047 samples
## 5 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold)
## Summary of sample sizes: 2437, 2436, 2438, 2438, 2439
## Resampling results:
##
## RMSE Rsquared MAE
## 20.24465 0.4677846 15.24931
##
## Tuning parameter 'intercept' was held constant at a value of TRUE#Rsquared - good % variantion acconted for
# Model coefficients
model_caret$finalModel##
## Call:
## lm(formula = .outcome ~ ., data = dat)
##
## Coefficients:
## (Intercept) pct_bach_deg25_over
## 81.5214 -1.6400
## incidence_rate poverty_percent
## 0.2167 0.6703
## pct_public_coverage_alone pct_unemployed16_over
## 0.3145 0.5633# Examine model prediction for each fold
model_caret$resample## RMSE Rsquared MAE Resample
## 1 21.58995 0.4214613 16.27078 Fold1
## 2 20.04934 0.4532497 15.09847 Fold2
## 3 19.43824 0.4890545 14.87760 Fold3
## 4 19.76809 0.4924930 15.05873 Fold4
## 5 20.37763 0.4826646 14.94098 Fold5# Look at standard deviation around the Mean Square Error value by examining the Root Mean Square Error from each fold.
sd(model_caret$resample$RMSE^2)## [1] 34.0761Use 10-fold validation and create the training sets
set.seed(2)
# Use 10-fold validation and create the training sets
data_train1 <- trainControl(method = "cv", number = 10)
# Fit the 4-variables model
model_caret1 <- train(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over, data = raw_data2,
trControl = data_train1,
method = 'lm',
na.action = na.pass)
# Model predictions using 9 parts of the data fro training
model_caret1## Linear Regression
##
## 3047 samples
## 5 predictor
##
## No pre-processing
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 2743, 2742, 2741, 2741, 2743, 2743, ...
## Resampling results:
##
## RMSE Rsquared MAE
## 20.21528 0.4688376 15.23858
##
## Tuning parameter 'intercept' was held constant at a value of TRUE#Rsquared - good % variantion acconted for
# Model coefficients
model_caret1$finalModel##
## Call:
## lm(formula = .outcome ~ ., data = dat)
##
## Coefficients:
## (Intercept) pct_bach_deg25_over
## 81.5214 -1.6400
## incidence_rate poverty_percent
## 0.2167 0.6703
## pct_public_coverage_alone pct_unemployed16_over
## 0.3145 0.5633# Examine model prediction for each fold
model_caret1$resample## RMSE Rsquared MAE Resample
## 1 19.67900 0.5418003 15.29448 Fold01
## 2 19.55820 0.4529708 14.87300 Fold02
## 3 20.19774 0.5137569 15.59214 Fold03
## 4 18.86526 0.5361717 14.33337 Fold04
## 5 20.92994 0.4374168 14.94004 Fold05
## 6 23.28893 0.3084409 17.22143 Fold06
## 7 20.24153 0.4530160 15.07039 Fold07
## 8 18.98655 0.4661237 14.35315 Fold08
## 9 20.64214 0.4495268 15.78602 Fold09
## 10 19.76346 0.5291524 14.92182 Fold10# Look at standard deviation around the Mean Square Error value by examining the Root Mean Square Error from each fold.
sd(model_caret1$resample$RMSE^2)## [1] 53.33405# Let's look at the model using all data, no CV
full_model <- lm(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over , data = raw_data2)
summary(full_model)##
## Call:
## lm(formula = target_death_rate ~ pct_bach_deg25_over + incidence_rate +
## poverty_percent + pct_public_coverage_alone + pct_unemployed16_over,
## data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.808 -11.920 0.036 11.653 138.911
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 81.52141 3.85070 21.171 < 2e-16 ***
## pct_bach_deg25_over -1.64000 0.08601 -19.066 < 2e-16 ***
## incidence_rate 0.21669 0.00677 32.009 < 2e-16 ***
## poverty_percent 0.67035 0.10016 6.692 2.6e-11 ***
## pct_public_coverage_alone 0.31452 0.11153 2.820 0.004832 **
## pct_unemployed16_over 0.56332 0.14812 3.803 0.000146 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3041 degrees of freedom
## Multiple R-squared: 0.4704, Adjusted R-squared: 0.4695
## F-statistic: 540.1 on 5 and 3041 DF, p-value: < 2.2e-16# Full data had an Rsquared=0.4704summary(model_caret$resample$RMSE^2)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 377.8 390.8 402.0 410.4 415.2 466.1summary(model_caret1$resample$RMSE^2)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 355.9 383.7 399.3 410.1 422.0 542.4par(mfrow = c(1,2))
boxplot(model_caret$resample$RMSE^2, main = "MSE of 5 fold CV", ylim = c(330, 500))
boxplot(model_caret1$resample$RMSE^2, main = "MSE of 10 fold CV", ylim = c(330, 500))
Bootstrap to assess the variability of model estimates: b0 and b1
boot.fn<-function(data, index){
return(coef(lm(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over , data = raw_data2, subset=index)))}
# Our usual regression, no bootstrap yet
boot.fn(raw_data2,1:3047)## (Intercept) pct_bach_deg25_over
## 81.5214119 -1.6400011
## incidence_rate poverty_percent
## 0.2166919 0.6703476
## pct_public_coverage_alone pct_unemployed16_over
## 0.3145169 0.5633237# Compute the estimates by sampling with replacement
# Sample chooses 3047 observations from 3047, with replacement
# Might have duplicates
set.seed(1)
# One draw
boot.fn(raw_data2,sample(3047,3047,replace=T))## (Intercept) pct_bach_deg25_over
## 78.6902105 -1.6185472
## incidence_rate poverty_percent
## 0.2268301 0.6923212
## pct_public_coverage_alone pct_unemployed16_over
## 0.1767648 0.5688248# Use function boot() to repeat the sampling 10000 times.
# Repeat 10000 times to get the estimates, SEs ad bias
boot(raw_data2, boot.fn, 10000)##
## ORDINARY NONPARAMETRIC BOOTSTRAP
##
##
## Call:
## boot(data = raw_data2, statistic = boot.fn, R = 10000)
##
##
## Bootstrap Statistics :
## original bias std. error
## t1* 81.5214119 -1.979971e-01 5.70959892
## t2* -1.6400011 4.540618e-05 0.08890913
## t3* 0.2166919 4.460595e-04 0.01093201
## t4* 0.6703476 3.669714e-03 0.11485604
## t5* 0.3145169 -3.404846e-03 0.12938016
## t6* 0.5633237 8.594528e-04 0.18087151Model validation: criteria
newsummary <- function(model)
{
list('coefs' = round(t(summary(model)$coef[, 1:2]), 4),
'criteria' = cbind('SSE' = anova(model)["Residuals", "Sum Sq"],
'PRESS' = PRESS(model),
'MSE' = anova(model)["Residuals", "Mean Sq"],
'Rsq' = summary(model)$adj.r.squared))
}
newsummary(lm(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over , data = raw_data2))## $coefs
## (Intercept) pct_bach_deg25_over incidence_rate poverty_percent
## Estimate 81.5214 -1.640 0.2167 0.6703
## Std. Error 3.8507 0.086 0.0068 0.1002
## pct_public_coverage_alone pct_unemployed16_over
## Estimate 0.3145 0.5633
## Std. Error 0.1115 0.1481
##
## $criteria
## SSE PRESS MSE Rsq
## [1,] 1242441 1249944 408.5634 0.469499raw_data <- read_csv("./Data/Cancer_Registry.csv")## Parsed with column specification:
## cols(
## .default = col_double(),
## avgDeathsPerYear = col_integer(),
## medIncome = col_integer(),
## popEst2015 = col_integer(),
## binnedInc = col_character(),
## Geography = col_character()
## )## See spec(...) for full column specifications.raw_data = janitor::clean_names(raw_data)
raw_data1 = raw_data %>%
select(-binned_inc) %>%
separate(geography, c("county", "state"), sep = ",") %>%
mutate(county = as.factor(county),
state = as.factor(state),
avg_ann_count = avg_ann_count / pop_est2015*100000) %>%
select(target_death_rate, avg_ann_count, everything())sapply(raw_data1, function(x) sum(is.na(x)))## target_death_rate avg_ann_count
## 0 0
## avg_deaths_per_year incidence_rate
## 0 0
## med_income pop_est2015
## 0 0
## poverty_percent study_per_cap
## 0 0
## median_age median_age_male
## 0 0
## median_age_female county
## 0 0
## state avg_household_size
## 0 0
## percent_married pct_no_hs18_24
## 0 0
## pct_hs18_24 pct_some_col18_24
## 0 2285
## pct_bach_deg18_24 pct_hs25_over
## 0 0
## pct_bach_deg25_over pct_employed16_over
## 0 152
## pct_unemployed16_over pct_private_coverage
## 0 0
## pct_private_coverage_alone pct_emp_priv_coverage
## 609 0
## pct_public_coverage pct_public_coverage_alone
## 0 0
## pct_white pct_black
## 0 0
## pct_asian pct_other_race
## 0 0
## pct_married_households birth_rate
## 0 0## Choose possible variables for our model
raw_data2 = raw_data1 %>%
select(target_death_rate, incidence_rate, poverty_percent, pct_bach_deg25_over, pct_unemployed16_over, pct_public_coverage_alone)
sapply(raw_data2, function(x) sum(is.na(x)))## target_death_rate incidence_rate
## 0 0
## poverty_percent pct_bach_deg25_over
## 0 0
## pct_unemployed16_over pct_public_coverage_alone
## 0 0## No missing values## Visualization of predictors to find outliers
histogram1 = ggplot(raw_data2, aes(x = raw_data2$target_death_rate)) + geom_histogram() + labs(title = "pct_target_death_rate")
histogram2 = ggplot(raw_data2, aes(x = raw_data2$incidence_rate)) + geom_histogram() + labs(title = "pct_incidence_rate")
histogram3 = ggplot(raw_data2, aes(x = raw_data2$poverty_percent)) + geom_histogram() + labs(title = "pct_poverty_percent")
histogram4 = ggplot(raw_data2, aes(x = raw_data2$pct_bach_deg25_over)) + geom_histogram() + labs(title = "pct_pct_bach_deg25_over")
histogram5 = ggplot(raw_data2, aes(x = raw_data2$pct_unemployed16_over)) + geom_histogram() + labs(title = "pct_unemployed16_over")
histogram6 = ggplot(raw_data2, aes(x = raw_data2$pct_public_coverage_alone)) + geom_histogram() + labs(title = "pct_public_coverage_alone")
grid.arrange(histogram1, histogram2, histogram3, histogram4, histogram5,histogram6, ncol=2)## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
histogram1 = ggplot(raw_data2, aes(x = raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_target_death_rate")## dotplot to make outliers more distinct
dot1 = ggplot(raw_data2, aes(x = raw_data2$target_death_rate, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_target_death_rate")
dot2 = ggplot(raw_data2, aes(x = raw_data2$incidence_rate, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_incidence_rate")
dot3 = ggplot(raw_data2, aes(x = raw_data2$poverty_percent, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_poverty_percent")
dot4 = ggplot(raw_data2, aes(x = raw_data2$pct_bach_deg25_over, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_pct_bach_deg25_over")
dot5 = ggplot(raw_data2, aes(x = raw_data2$pct_unemployed16_over, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_unemployed16_over")
dot6 = ggplot(raw_data2, aes(x = raw_data2$pct_public_coverage_alone, y =raw_data2$target_death_rate)) + geom_point() + labs(title = "pct_public_coverage_alone")
grid.arrange(dot1, dot2, dot3, dot4, dot5, dot6, ncol=2)
## take out outliers
raw_data3 = raw_data2[-c(1490),]
raw_data3 = raw_data3[-c(282),]
## Two rows are outliers## Plot new datasets with no outliers
dot1 = ggplot(raw_data3, aes(x = raw_data3$target_death_rate, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_target_death_rate")
dot2 = ggplot(raw_data3, aes(x = raw_data3$incidence_rate, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_incidence_rate")
dot3 = ggplot(raw_data3, aes(x = raw_data3$poverty_percent, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_poverty_percent")
dot4 = ggplot(raw_data3, aes(x = raw_data3$pct_bach_deg25_over, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_pct_bach_deg25_over")
dot5 = ggplot(raw_data3, aes(x = raw_data3$pct_unemployed16_over, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_unemployed16_over")
dot6 = ggplot(raw_data3, aes(x = raw_data3$pct_public_coverage_alone, y =raw_data3$target_death_rate)) + geom_point() + labs(title = "pct_public_coverage_alone")
grid.arrange(dot1, dot2, dot3, dot4, dot5, dot6, ncol=2)
## Descriptive statistics
summary(raw_data3)## target_death_rate incidence_rate poverty_percent pct_bach_deg25_over
## Min. : 59.7 Min. :201.3 Min. : 3.20 Min. : 2.50
## 1st Qu.:161.2 1st Qu.:420.3 1st Qu.:12.10 1st Qu.: 9.40
## Median :178.1 Median :453.5 Median :15.90 Median :12.30
## Mean :178.6 Mean :447.8 Mean :16.87 Mean :13.28
## 3rd Qu.:195.2 3rd Qu.:480.8 3rd Qu.:20.40 3rd Qu.:16.10
## Max. :293.9 Max. :718.9 Max. :47.40 Max. :42.20
## pct_unemployed16_over pct_public_coverage_alone
## Min. : 0.400 Min. : 2.60
## 1st Qu.: 5.500 1st Qu.:14.90
## Median : 7.600 Median :18.80
## Mean : 7.851 Mean :19.24
## 3rd Qu.: 9.700 3rd Qu.:23.10
## Max. :29.400 Max. :46.60mult.fit1 <- lm(target_death_rate~pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over , data = raw_data2)
summary(mult.fit1)##
## Call:
## lm(formula = target_death_rate ~ pct_bach_deg25_over + incidence_rate +
## poverty_percent + pct_public_coverage_alone + pct_unemployed16_over,
## data = raw_data2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -115.808 -11.920 0.036 11.653 138.911
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 81.52141 3.85070 21.171 < 2e-16 ***
## pct_bach_deg25_over -1.64000 0.08601 -19.066 < 2e-16 ***
## incidence_rate 0.21669 0.00677 32.009 < 2e-16 ***
## poverty_percent 0.67035 0.10016 6.692 2.6e-11 ***
## pct_public_coverage_alone 0.31452 0.11153 2.820 0.004832 **
## pct_unemployed16_over 0.56332 0.14812 3.803 0.000146 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 20.21 on 3041 degrees of freedom
## Multiple R-squared: 0.4704, Adjusted R-squared: 0.4695
## F-statistic: 540.1 on 5 and 3041 DF, p-value: < 2.2e-16## Cook distance
stu_res<-rstandard(mult.fit1)
outliers_y<-stu_res[abs(stu_res)>2.5]
# Measures of influence:
# Gives DFFITS, Cook's Distance, Hat diagonal elements, and others.
influence.measures(mult.fit1)## Influence measures of
## lm(formula = target_death_rate ~ pct_bach_deg25_over + incidence_rate + poverty_percent + pct_public_coverage_alone + pct_unemployed16_over, data = raw_data2) :
##
## dfb.1_ dfb.p__2 dfb.inc_ dfb.pvr_ dfb.p___ dfb.p_16 dffit
## 1 3.78e-03 -4.70e-03 -4.44e-03 2.84e-03 1.40e-03 -5.02e-03 -1.22e-02
## 2 -1.44e-03 1.00e-02 -3.12e-03 7.49e-03 -3.61e-03 5.56e-04 1.44e-02
## 3 2.18e-02 1.55e-02 -3.79e-02 -1.87e-02 2.63e-02 -3.38e-03 5.17e-02
## 4 3.91e-03 -3.57e-03 -4.64e-03 -1.28e-02 7.23e-03 1.06e-02 1.88e-02
## 5 -5.88e-03 -4.04e-03 1.04e-02 8.90e-03 -1.33e-02 5.97e-03 -1.87e-02
## 6 6.89e-03 6.75e-03 -1.38e-02 1.92e-02 4.19e-03 -3.46e-02 -4.41e-02
## 7 1.47e-02 -1.26e-02 -4.16e-03 3.19e-04 -2.37e-02 1.34e-02 -3.22e-02
## 8 4.06e-03 3.11e-04 -6.71e-03 -6.24e-03 8.08e-03 3.27e-04 1.34e-02
## 9 4.35e-06 -3.72e-06 -1.05e-06 5.08e-07 -6.16e-06 7.02e-07 -1.03e-05
## 10 4.61e-03 -1.61e-03 -6.59e-03 3.57e-03 1.15e-03 -5.77e-03 -1.20e-02
## 11 1.98e-02 -6.20e-02 1.20e-02 9.49e-03 -3.67e-02 1.13e-02 -7.04e-02
## 12 1.14e-02 -7.80e-03 -1.03e-02 4.30e-03 -7.18e-03 3.40e-05 -1.80e-02
## 13 1.61e-02 3.77e-03 -2.20e-02 -3.20e-02 2.31e-02 1.10e-02 4.43e-02
## 14 3.00e-03 -3.86e-03 -2.90e-03 2.69e-03 -6.54e-04 -2.47e-03 -7.92e-03
## 15 -6.70e-04 1.52e-03 -1.71e-04 -5.36e-04 1.25e-03 8.08e-06 2.09e-03
## 16 -1.90e-03 3.74e-04 3.37e-03 3.03e-03 -4.75e-03 -5.97e-04 -9.58e-03
## 17 1.93e-03 -2.28e-03 -2.09e-03 6.20e-04 1.08e-03 -2.42e-03 -5.42e-03
## 18 -1.19e-02 2.36e-02 -1.88e-03 4.22e-02 -6.25e-03 -3.81e-02 -6.16e-02
## 19 1.39e-03 -4.78e-03 2.78e-04 -5.67e-05 -3.35e-03 3.43e-03 -9.15e-03
## 20 1.22e-02 -1.53e-02 -7.46e-03 -2.11e-03 -2.29e-03 -1.57e-03 -1.97e-02
## 21 3.09e-03 -2.40e-02 7.67e-03 -4.50e-02 3.01e-02 6.40e-05 -5.42e-02
## 22 -6.85e-03 4.03e-03 6.90e-03 -1.65e-03 1.33e-04 -2.38e-04 -1.38e-02
## 23 -3.41e-05 1.03e-03 2.05e-04 6.82e-04 -2.48e-03 1.27e-03 -4.75e-03
## 24 8.10e-03 -1.17e-02 2.62e-03 -2.04e-02 -6.85e-03 2.73e-02 3.99e-02
## 25 -9.94e-03 -2.50e-02 2.36e-02 1.80e-03 6.04e-03 -1.01e-02 5.01e-02
## 26 1.01e-02 -5.34e-03 -1.27e-02 -6.25e-03 -1.14e-03 1.96e-02 2.71e-02
## 27 1.47e-04 6.77e-04 -8.33e-04 4.67e-04 -3.87e-04 6.40e-04 -1.93e-03
## 28 -6.47e-03 5.02e-03 4.81e-03 7.03e-03 1.39e-03 -6.94e-03 1.21e-02
## 29 7.61e-03 -1.87e-02 -4.92e-03 -2.38e-02 -1.43e-02 7.40e-02 8.16e-02
## 30 4.63e-02 1.84e-03 -4.78e-02 1.06e-02 -3.05e-02 4.48e-03 -6.76e-02
## 31 1.25e-01 -1.75e-02 -1.58e-01 -4.63e-02 6.48e-02 -2.43e-02 1.81e-01
## 32 -6.91e-03 -1.95e-03 2.62e-03 -9.90e-03 2.65e-02 -1.03e-02 3.81e-02
## 33 9.69e-05 -6.28e-03 5.12e-03 3.77e-02 -2.97e-02 -3.59e-03 4.19e-02
## 34 -7.39e-02 4.70e-02 6.25e-02 1.69e-02 -7.36e-03 1.27e-02 -9.06e-02
## 35 3.11e-04 -2.42e-06 -3.82e-04 -3.02e-04 -4.88e-05 3.71e-04 -6.97e-04
## 36 -7.35e-03 -4.96e-04 4.63e-03 -9.34e-03 2.22e-02 -1.18e-02 2.74e-02
## 37 3.27e-04 9.01e-04 -1.54e-03 1.13e-03 6.34e-05 -3.16e-04 -2.93e-03
## 38 -2.39e-02 1.42e-02 1.94e-02 8.53e-03 1.81e-03 -5.31e-03 -2.79e-02
## 39 -1.40e-02 3.52e-03 1.61e-02 -1.59e-02 1.78e-02 -3.89e-03 3.01e-02
## 40 -2.18e-03 -6.61e-04 3.40e-03 -1.74e-03 4.05e-03 -3.95e-03 8.92e-03
## 41 8.98e-03 6.67e-03 -9.45e-03 -1.67e-02 -6.95e-04 1.92e-02 3.27e-02
## 42 -1.62e-02 7.47e-03 1.68e-02 1.08e-04 8.34e-03 -8.62e-03 2.46e-02
## 43 -1.04e-02 4.67e-04 1.14e-02 -1.91e-03 9.06e-03 -7.78e-03 1.67e-02
## 44 -1.31e-02 -2.25e-03 1.20e-02 -4.50e-03 1.76e-02 -8.50e-03 2.85e-02
## 45 -1.51e-02 -2.49e-02 2.95e-02 -1.62e-02 1.09e-02 8.24e-03 5.48e-02
## 46 -1.45e-02 1.15e-03 2.31e-03 1.31e-02 2.07e-02 -1.16e-02 5.03e-02
## 47 1.55e-04 -5.02e-05 -1.96e-04 -1.35e-04 -2.03e-07 1.99e-04 -3.13e-04
## 48 1.43e-03 -2.18e-03 4.52e-04 -5.12e-05 -1.49e-03 3.03e-05 3.96e-03
## 49 -1.91e-03 -4.75e-03 2.03e-03 -7.33e-03 1.02e-02 1.00e-03 1.95e-02
## 50 -2.26e-02 1.37e-02 1.54e-02 5.07e-04 3.17e-02 -3.33e-02 4.59e-02
## 51 2.04e-03 -5.75e-03 3.98e-04 -8.99e-03 6.61e-03 1.19e-03 1.40e-02
## 52 -2.07e-02 -6.33e-03 1.82e-02 2.41e-03 1.06e-02 1.05e-02 4.91e-02
## 53 3.84e-03 -1.14e-02 -1.95e-03 -2.95e-02 1.95e-02 7.52e-03 -3.36e-02
## 54 1.43e-03 -2.14e-03 -9.48e-04 -7.38e-04 2.87e-03 -3.04e-03 6.83e-03
## 55 3.67e-02 -2.97e-02 -2.14e-02 -4.07e-02 -2.11e-02 7.08e-02 8.40e-02
## 56 1.05e-03 -4.54e-03 8.11e-04 -1.22e-03 2.70e-03 -2.15e-03 1.01e-02
## 57 -4.96e-03 4.45e-03 4.46e-03 5.16e-03 -9.49e-04 -4.11e-03 8.91e-03
## 58 -3.78e-02 2.52e-02 3.51e-02 2.35e-02 -4.17e-02 4.18e-02 -8.24e-02
## 59 1.85e-02 -3.29e-02 2.80e-03 -7.55e-04 -1.99e-02 8.12e-03 4.02e-02
## 60 5.19e-03 -1.66e-03 -5.93e-03 -1.93e-03 5.56e-03 -5.83e-03 1.16e-02
## 61 -7.24e-03 9.31e-03 2.70e-03 1.85e-03 -2.43e-03 5.73e-03 -1.76e-02
## 62 2.66e-03 5.84e-04 -6.37e-03 4.44e-03 -3.99e-03 6.09e-03 -1.31e-02
## 63 -6.22e-03 3.05e-03 4.61e-03 -4.49e-03 1.40e-02 -1.05e-02 1.92e-02
## 64 -3.54e-03 2.70e-04 5.23e-03 -2.83e-03 -4.43e-03 7.72e-03 -1.35e-02
## 65 -1.64e-03 -9.25e-03 6.81e-03 -9.04e-03 4.08e-03 4.99e-03 1.82e-02
## 66 -5.34e-03 3.10e-03 1.63e-04 -5.85e-03 1.81e-02 -8.42e-03 2.11e-02
## 67 -1.09e-02 5.48e-03 1.28e-02 -9.92e-03 4.17e-03 1.02e-03 -2.24e-02
## 68 -8.15e-05 2.64e-05 8.48e-05 4.91e-05 -9.15e-06 -5.95e-05 -1.38e-04
## 69 5.52e-03 5.21e-02 -4.93e-02 -8.65e-03 3.20e-02 2.10e-03 -8.15e-02
## 70 3.12e-03 -6.59e-03 7.25e-04 -4.01e-03 -2.42e-03 5.94e-03 9.94e-03
## 71 -3.81e-06 4.43e-05 -1.24e-05 4.18e-06 -4.99e-05 5.27e-05 -1.52e-04
## 72 -1.60e-03 2.85e-03 2.27e-03 5.55e-03 -7.26e-03 -1.64e-05 -1.19e-02
## 73 -4.98e-02 5.86e-04 3.28e-02 -4.19e-02 7.01e-02 2.13e-02 1.14e-01
## 74 7.02e-04 5.36e-03 -4.55e-03 1.83e-04 1.05e-03 8.79e-04 -8.23e-03
## 75 -1.19e-03 4.75e-03 -8.15e-04 -2.69e-05 -1.62e-03 2.36e-03 -9.72e-03
## 76 3.31e-03 -6.57e-04 -3.44e-03 2.76e-03 -4.00e-03 4.91e-04 -7.37e-03
## 77 5.75e-03 -2.78e-02 -2.46e-03 -1.55e-02 2.98e-02 -8.24e-03 6.59e-02
## 78 1.75e-03 -8.64e-03 2.59e-03 -7.70e-03 2.31e-03 6.35e-03 1.75e-02
## 79 -1.83e-02 2.73e-02 5.21e-04 -4.67e-02 6.58e-02 -9.53e-03 7.66e-02
## 80 -3.29e-03 2.32e-03 2.13e-03 2.33e-03 -1.32e-03 1.10e-03 -5.33e-03
## 81 8.19e-03 2.64e-02 -2.77e-02 -2.03e-02 3.05e-02 -1.59e-03 4.96e-02
## 82 8.96e-03 -1.23e-02 -5.88e-03 5.31e-03 -8.67e-03 3.00e-03 -1.88e-02
## 83 1.00e-02 -4.54e-03 -7.31e-03 -5.36e-03 2.77e-03 -4.81e-03 1.44e-02
## 84 9.27e-03 2.30e-03 -1.56e-02 -1.56e-02 2.28e-02 -6.45e-03 3.29e-02
## 85 2.69e-04 -8.30e-04 -7.95e-04 1.04e-03 -3.15e-04 6.19e-04 -3.11e-03
## 86 -3.43e-04 7.32e-03 -1.09e-02 1.18e-02 -3.41e-03 6.14e-03 -2.80e-02
## 87 -1.71e-02 3.13e-02 -5.56e-03 -7.06e-03 1.04e-02 2.35e-02 -4.84e-02
## 88 7.84e-04 -1.18e-03 1.99e-03 -3.20e-03 -1.03e-03 1.23e-03 7.18e-03
## 89 -1.33e-03 5.56e-03 -2.81e-03 5.76e-03 -4.64e-03 3.80e-03 -1.33e-02
## 90 -6.53e-03 2.35e-02 -1.21e-03 1.25e-02 -5.63e-03 -3.07e-03 3.06e-02
## 91 7.52e-03 -7.50e-03 -1.62e-03 -5.36e-03 -3.13e-03 2.28e-03 1.22e-02
## 92 7.79e-04 -3.11e-03 -1.04e-04 1.92e-03 -1.60e-03 -1.12e-04 -5.44e-03
## 93 4.03e-02 1.88e-02 -6.24e-02 -3.62e-02 4.17e-02 -2.12e-03 8.49e-02
## 94 -2.17e-03 -1.00e-03 2.65e-03 5.12e-04 -5.01e-04 5.37e-04 -4.35e-03
## 95 -2.54e-04 1.34e-03 -4.26e-05 6.99e-04 -3.04e-04 -4.10e-04 2.20e-03
## 96 5.83e-02 -1.51e-02 -5.97e-02 -2.22e-02 2.56e-03 1.22e-02 6.75e-02
## 97 -1.34e-03 4.22e-03 -7.34e-03 9.59e-03 -2.10e-04 1.55e-03 -2.22e-02
## 98 -9.33e-04 2.65e-02 -1.77e-02 1.38e-02 8.69e-03 -2.15e-02 -4.83e-02
## 99 -2.28e-03 1.59e-03 6.45e-04 -2.00e-03 2.55e-03 1.68e-03 -4.68e-03
## 100 -1.71e-03 6.96e-04 8.26e-04 1.40e-03 -4.28e-04 1.02e-03 -3.34e-03
## 101 -3.93e-03 1.01e-03 -4.22e-04 -1.41e-04 5.46e-03 1.31e-03 -1.22e-02
## 102 1.66e-02 1.77e-02 -2.79e-02 1.55e-02 1.62e-02 -4.58e-02 6.21e-02
## 103 3.05e-02 -2.43e-02 -1.44e-02 -2.47e-03 -6.21e-03 -1.83e-02 4.27e-02
## 104 7.39e-02 -1.38e-02 -7.52e-02 -1.08e-02 -3.25e-03 -7.63e-03 8.33e-02
## 105 -1.29e-02 -2.70e-03 4.46e-03 2.01e-02 -4.20e-02 6.97e-02 -9.30e-02
## 106 -6.47e-03 3.78e-03 8.04e-04 2.09e-02 -8.83e-03 4.50e-03 2.92e-02
## 107 1.11e-02 1.84e-04 -1.19e-02 -1.27e-03 6.52e-03 -1.38e-02 2.16e-02
## 108 3.23e-03 1.01e-02 -1.26e-03 3.30e-03 -3.85e-03 -1.14e-02 2.81e-02
## 109 8.03e-04 7.08e-03 -2.95e-03 6.48e-03 -3.64e-03 -3.42e-03 1.24e-02
## 110 7.41e-03 5.31e-03 -1.83e-02 8.67e-03 -9.80e-03 1.73e-02 -3.52e-02
## 111 1.54e-02 7.31e-03 -1.44e-02 6.02e-03 -2.98e-03 -1.86e-02 3.66e-02
## 112 2.08e-02 -2.55e-02 -4.45e-03 -3.10e-02 -1.80e-02 5.41e-02 6.54e-02
## 113 -2.21e-03 4.48e-04 3.54e-04 8.13e-04 7.91e-03 -1.23e-02 -1.56e-02
## 114 -1.06e-02 4.04e-03 5.60e-04 1.49e-02 1.57e-02 -2.75e-02 -4.16e-02
## 115 -3.15e-02 3.67e-02 -2.76e-03 -4.59e-03 4.55e-02 -1.02e-02 -6.27e-02
## 116 4.81e-02 -4.96e-02 -1.08e-02 -6.09e-02 -6.88e-02 1.56e-01 1.80e-01
## 117 1.82e-02 -1.90e-02 1.67e-03 1.43e-02 -3.87e-02 8.41e-03 4.25e-02
## 118 1.54e-02 -2.05e-02 -3.43e-04 -4.96e-03 -1.73e-02 1.21e-02 2.79e-02
## 119 -1.37e-01 1.91e-01 1.50e-02 5.95e-02 1.63e-01 -1.80e-01 -2.71e-01
## 120 -1.22e-02 -1.31e-03 4.06e-03 1.09e-02 4.81e-02 -8.71e-02 -1.02e-01
## 121 6.83e-03 -8.12e-03 -2.52e-03 -1.62e-02 -4.31e-03 2.66e-02 3.02e-02
## 122 4.51e-02 -7.36e-02 -1.36e-02 -4.72e-02 -5.42e-02 1.43e-01 1.66e-01
## 123 4.35e-03 -9.86e-03 -4.09e-03 -3.54e-02 1.51e-02 3.57e-02 5.20e-02
## 124 -4.94e-02 8.54e-02 -8.70e-04 -7.06e-03 6.08e-02 -3.97e-02 -1.15e-01
## 125 -3.27e-02 2.91e-02 5.90e-03 5.57e-02 2.75e-02 -7.86e-02 -1.01e-01
## 126 5.83e-04 -2.60e-03 -2.06e-04 -7.92e-04 2.39e-03 -3.30e-03 -6.49e-03
## 127 4.41e-03 -5.91e-03 -3.55e-04 -1.22e-03 -6.12e-03 6.21e-03 9.42e-03
## 128 1.67e-03 -1.67e-03 -1.38e-04 2.79e-03 -8.39e-03 1.06e-02 1.51e-02
## 129 -7.52e-03 6.40e-03 7.40e-03 -5.92e-03 7.06e-03 -3.10e-03 1.45e-02
## 130 -5.07e-04 7.51e-04 5.99e-04 -1.99e-04 -2.93e-05 9.91e-06 1.62e-03
## 131 4.04e-03 -4.70e-03 -5.95e-03 -1.19e-03 3.72e-03 -7.33e-04 -1.34e-02
## 132 1.63e-04 4.66e-05 -2.00e-04 1.07e-03 -1.36e-03 5.43e-04 -1.87e-03
## 133 7.11e-05 -2.38e-03 3.65e-04 8.09e-05 -3.29e-04 8.55e-04 -4.16e-03
## 134 -1.26e-03 2.18e-03 1.01e-03 -9.06e-04 4.75e-04 3.55e-04 3.55e-03
## 135 -3.31e-03 3.48e-03 3.52e-03 -1.06e-03 7.79e-04 -5.77e-04 6.79e-03
## 136 -8.40e-03 9.92e-03 9.94e-03 -4.04e-03 -2.03e-03 4.15e-03 2.17e-02
## 137 -5.14e-03 5.62e-03 5.87e-03 1.28e-03 -2.81e-03 1.29e-03 1.19e-02
## 138 1.75e-04 -1.72e-04 -4.30e-04 6.66e-04 -3.25e-04 7.21e-05 -1.33e-03
## 139 4.63e-03 -3.09e-03 -4.81e-03 3.51e-03 2.56e-03 -1.14e-02 -1.48e-02
## 140 -2.97e-04 6.36e-04 8.68e-05 -1.47e-04 1.56e-04 1.28e-04 7.82e-04
## 141 -1.13e-04 1.06e-04 1.34e-04 -8.22e-05 -3.80e-05 1.40e-04 2.93e-04
## 142 3.24e-03 -2.46e-03 -2.81e-03 1.94e-03 -1.26e-03 -2.11e-03 -5.27e-03
## 143 -4.62e-03 2.65e-03 4.79e-03 -1.46e-03 2.49e-04 2.64e-03 7.03e-03
## 144 9.87e-03 1.24e-03 -1.15e-02 5.30e-03 -4.66e-03 -6.51e-03 -2.02e-02
## 145 6.63e-03 -1.42e-02 1.45e-03 7.28e-03 -4.81e-03 -1.63e-02 -2.47e-02
## 146 -1.24e-02 6.24e-03 1.72e-02 -1.22e-02 -2.76e-03 1.63e-02 3.19e-02
## 147 1.69e-04 -6.22e-04 2.08e-04 1.76e-05 -2.88e-04 -5.91e-05 -7.14e-04
## 148 4.67e-03 -8.83e-03 -3.64e-03 2.18e-03 1.10e-03 -3.80e-03 -1.43e-02
## 149 1.25e-02 -1.35e-02 -1.21e-02 6.35e-03 3.06e-03 -1.57e-02 -3.05e-02
## 150 -3.56e-04 9.09e-04 1.60e-04 -4.30e-04 6.74e-05 5.50e-04 1.47e-03
## 151 -2.59e-03 2.99e-03 2.34e-03 -7.56e-04 -3.50e-04 1.79e-03 5.24e-03
## 152 -2.53e-03 5.20e-03 1.65e-03 -1.27e-03 -4.42e-04 2.33e-03 7.98e-03
## 153 1.30e-02 -8.76e-03 -1.23e-02 1.13e-02 -9.00e-03 -5.33e-03 -2.23e-02
## 154 1.45e-02 -2.29e-02 -7.86e-05 8.86e-03 -2.64e-02 5.75e-03 -3.36e-02
## 155 -2.71e-03 4.19e-05 3.98e-03 -4.31e-03 5.95e-04 4.87e-03 8.31e-03
## 156 -6.58e-03 1.66e-02 2.98e-03 -5.48e-03 9.50e-04 6.25e-03 2.43e-02
## 157 -6.52e-03 1.23e-02 8.83e-03 -1.31e-02 -5.87e-03 2.04e-02 3.69e-02
## 158 4.92e-03 -1.14e-02 -1.27e-03 1.39e-02 -5.92e-03 -1.44e-02 -2.53e-02
## 159 -1.37e-03 2.54e-03 2.90e-03 -5.97e-03 -2.05e-03 8.65e-03 1.35e-02
## 160 5.92e-03 -2.57e-02 1.23e-02 5.09e-03 -2.41e-02 5.50e-03 -3.66e-02
## 161 4.99e-03 -3.41e-04 -4.28e-03 1.15e-02 -8.70e-03 -4.35e-03 1.40e-02
## 162 -6.17e-04 -7.09e-03 9.04e-03 3.31e-04 -1.48e-02 1.00e-02 -2.16e-02
## 163 -2.19e-03 -2.92e-02 5.75e-02 2.53e-02 -7.19e-02 -3.01e-02 -1.30e-01
## 164 -4.37e-03 -2.74e-02 3.12e-02 1.00e-02 -3.52e-02 2.90e-03 -5.67e-02
## 165 -1.82e-02 -4.87e-03 2.93e-02 7.15e-03 -1.31e-02 -1.80e-03 -3.53e-02
## 166 -2.85e-02 -3.65e-03 1.94e-02 -2.90e-02 1.07e-01 -9.48e-02 1.42e-01
## 167 1.13e-02 -3.95e-02 2.30e-02 -1.44e-02 -2.67e-02 5.63e-03 -6.14e-02
## 168 2.51e-03 -1.03e-03 -2.43e-03 -2.37e-03 2.55e-03 -1.45e-03 4.88e-03
## 169 -1.95e-03 -8.03e-03 1.19e-02 1.21e-02 -2.09e-02 1.81e-03 -2.54e-02
## 170 -3.53e-02 1.90e-02 2.99e-02 -7.25e-02 1.87e-02 8.31e-02 -1.13e-01
## 171 -3.15e-03 -8.96e-03 1.89e-02 1.42e-02 -2.93e-02 1.41e-04 -3.90e-02
## 172 -1.28e-03 6.65e-04 1.21e-03 4.35e-04 -5.32e-04 5.43e-04 -1.82e-03
## 173 1.30e-02 -6.98e-02 4.09e-02 1.26e-02 -7.68e-02 3.34e-02 -1.05e-01
## 174 -1.75e-02 -1.43e-02 1.30e-02 2.22e-03 2.09e-02 -9.36e-03 -5.31e-02
## 175 1.34e-02 -1.41e-02 1.08e-02 6.23e-03 -4.18e-02 3.93e-03 -6.06e-02
## 176 -2.10e-02 -3.49e-02 9.84e-02 -3.53e-02 -5.65e-02 -1.14e-02 -1.81e-01
## 177 3.64e-02 -7.59e-02 6.58e-02 1.15e-01 -3.05e-01 1.63e-01 -3.31e-01
## 178 -1.32e-02 3.10e-03 2.23e-02 2.31e-02 -1.96e-02 -2.07e-02 -4.52e-02
## 179 8.33e-04 2.86e-04 -2.93e-03 6.64e-03 6.48e-03 -1.49e-02 1.87e-02
## 180 -1.45e-02 -3.54e-03 2.61e-02 -1.27e-03 -7.24e-03 -6.17e-03 -3.50e-02
## 181 -2.82e-03 -2.79e-03 6.63e-03 -2.43e-03 -2.03e-03 7.43e-04 -9.70e-03
## 182 -1.03e-02 -1.71e-02 2.44e-02 3.59e-02 -2.97e-02 -1.73e-02 -5.30e-02
## 183 -4.22e-02 1.14e-02 5.27e-02 4.68e-03 -1.36e-02 -4.39e-04 -6.72e-02
## 184 -4.25e-03 -9.85e-03 1.83e-02 -5.69e-03 -2.38e-02 2.44e-02 -4.16e-02
## 185 -6.44e-03 -3.33e-02 2.87e-02 1.50e-02 -2.41e-02 -4.81e-03 -5.21e-02
## 186 -4.31e-03 7.25e-03 -2.18e-03 3.89e-03 1.22e-02 -1.29e-02 1.99e-02
## 187 6.65e-03 -1.44e-02 8.82e-03 -3.46e-02 -1.08e-02 3.43e-02 -5.51e-02
## 188 -4.91e-03 -3.42e-02 3.83e-02 2.66e-02 -4.90e-02 -4.18e-03 -6.91e-02
## 189 1.62e-01 -8.06e-02 -1.06e-01 1.99e-02 -1.59e-01 6.67e-02 -2.18e-01
## 190 -6.61e-04 -3.12e-04 1.23e-03 1.90e-04 -1.44e-03 1.52e-03 -2.36e-03
## 191 4.10e-04 -1.20e-02 1.77e-02 6.94e-03 -2.38e-02 -7.75e-03 -4.35e-02
## 192 -7.66e-04 7.26e-04 8.05e-04 2.69e-04 -2.01e-04 -7.28e-05 1.43e-03
## 193 2.67e-03 1.13e-02 -1.19e-02 -3.77e-04 6.35e-03 -5.17e-03 -2.44e-02
## 194 7.07e-02 -7.51e-02 -2.84e-03 -6.21e-04 -9.62e-02 1.44e-02 -1.38e-01
## 195 2.08e-02 -1.35e-02 -1.80e-02 2.63e-03 -1.43e-02 7.27e-03 -3.21e-02
## 196 1.20e-02 2.05e-02 -3.36e-02 3.39e-03 9.94e-03 -4.06e-03 -4.88e-02
## 197 -2.55e-03 8.89e-03 -7.25e-03 1.71e-02 -4.56e-03 -4.20e-03 -2.91e-02
## 198 4.60e-02 -4.77e-04 -5.73e-02 -6.49e-03 -1.25e-02 2.05e-02 -6.80e-02
## 199 8.58e-03 -2.17e-03 -9.82e-03 -2.87e-03 -5.52e-03 1.12e-02 -1.65e-02
## 200 8.80e-03 1.10e-02 -1.96e-02 3.96e-03 -4.32e-03 8.24e-03 -2.99e-02
## 201 2.25e-03 -3.32e-03 -9.07e-04 1.46e-04 -1.31e-03 1.40e-03 5.14e-03
## 202 -6.68e-02 1.84e-02 5.34e-02 -4.65e-02 4.48e-02 4.01e-02 -9.85e-02
## 203 9.15e-03 -1.97e-04 3.20e-03 -1.82e-02 -2.09e-02 3.56e-02 5.68e-02
## 204 -1.37e-03 1.36e-02 -2.82e-03 -2.36e-03 1.49e-03 1.46e-03 1.88e-02
## 205 2.20e-02 -7.93e-03 -1.82e-02 6.26e-04 -3.76e-03 -6.45e-03 2.78e-02
## 206 3.94e-03 -4.03e-03 1.71e-02 -9.01e-03 -3.65e-02 3.44e-02 6.54e-02
## 207 -3.73e-05 -1.42e-03 1.75e-03 -1.28e-03 -4.47e-04 8.66e-05 3.30e-03
## 208 5.76e-03 -6.89e-04 -1.17e-03 -3.16e-03 -8.28e-03 9.85e-03 2.21e-02
## 209 7.67e-02 -1.99e-02 -1.02e-01 2.91e-02 -1.29e-02 2.72e-02 1.33e-01
## 210 6.67e-03 7.46e-02 -3.45e-02 -2.73e-03 -4.66e-03 1.48e-02 1.05e-01
## 211 9.38e-03 -1.06e-02 6.86e-04 -8.89e-03 -9.98e-03 1.31e-02 2.43e-02
## 212 5.96e-03 -4.72e-03 -5.04e-03 5.60e-03 -1.27e-03 -5.52e-03 1.33e-02
## 213 -4.22e-04 5.49e-04 -1.33e-03 3.27e-03 -1.00e-03 -1.91e-04 -6.67e-03
## 214 -3.81e-03 1.93e-03 -3.91e-04 -2.23e-03 5.22e-03 3.51e-03 -1.11e-02
## 215 7.47e-03 -1.35e-02 1.09e-03 2.48e-02 -1.31e-02 -1.85e-02 4.07e-02
## 216 -1.03e-02 -4.85e-03 2.60e-02 1.49e-02 -2.44e-02 -6.51e-05 4.06e-02
## 217 3.08e-04 1.94e-03 -7.93e-04 5.84e-03 -4.35e-03 -9.04e-04 6.70e-03
## 218 -3.62e-03 -8.75e-04 7.11e-03 6.35e-04 -1.72e-03 -1.94e-03 9.25e-03
## 219 3.16e-02 -2.22e-02 1.03e-03 -2.82e-02 -3.76e-02 3.60e-02 8.21e-02
## 220 -3.47e-02 1.16e-02 3.72e-02 2.42e-02 -1.10e-02 -4.21e-04 5.19e-02
## 221 6.76e-03 -1.28e-03 -2.96e-04 4.21e-03 -2.08e-02 1.73e-02 3.08e-02
## 222 2.85e-03 -2.81e-04 -2.88e-03 -2.08e-03 3.26e-04 -8.63e-05 -5.01e-03
## 223 1.72e-03 4.83e-04 -4.08e-03 4.30e-03 -4.54e-05 -3.08e-03 -8.35e-03
## 224 1.67e-02 -1.94e-02 -6.06e-03 -2.03e-03 -1.33e-02 1.13e-02 2.66e-02
## 225 1.72e-02 -7.36e-03 -1.79e-02 4.56e-03 -2.84e-03 -1.63e-03 2.28e-02
## 226 5.55e-03 -4.12e-03 -3.73e-03 -2.56e-03 -5.73e-04 1.36e-03 6.94e-03
## 227 8.02e-03 -1.79e-03 3.18e-03 -1.29e-03 -1.88e-02 7.93e-03 3.27e-02
## 228 8.35e-03 -3.15e-03 -5.49e-03 3.33e-02 -2.57e-02 -7.59e-03 3.73e-02
## 229 4.12e-03 -3.38e-03 -1.17e-03 -9.14e-04 -6.52e-03 6.93e-03 9.30e-03
## 230 1.62e-02 1.20e-02 -1.85e-02 -5.01e-03 -8.47e-03 1.00e-02 3.64e-02
## 231 2.55e-02 -1.38e-02 -1.87e-02 -4.12e-03 -9.20e-03 6.49e-03 2.97e-02
## 232 9.63e-04 1.24e-03 -1.19e-03 -5.01e-04 7.13e-04 -1.38e-03 3.39e-03
## 233 -7.74e-03 1.29e-02 -7.53e-04 -8.82e-03 1.50e-02 -3.41e-03 -2.11e-02
## 234 4.51e-03 1.43e-02 -9.45e-03 -8.36e-03 5.47e-03 1.26e-03 2.56e-02
## 235 1.97e-02 -3.48e-03 -1.93e-02 -1.22e-03 -1.10e-04 -6.47e-03 2.45e-02
## 236 -4.23e-03 1.70e-03 2.68e-03 2.94e-04 2.26e-03 -2.36e-04 -5.47e-03
## 237 5.59e-02 -2.88e-02 -5.70e-02 -2.62e-02 2.52e-02 -4.93e-03 8.19e-02
## 238 6.18e-02 -2.85e-02 -6.03e-02 9.10e-03 -2.07e-02 1.41e-02 7.44e-02
## 239 5.77e-03 -3.43e-03 -3.51e-03 -2.89e-03 -6.42e-04 2.62e-04 7.57e-03
## 240 2.01e-02 -7.36e-03 -2.47e-02 -2.52e-03 2.32e-02 -2.62e-02 5.13e-02
## 241 1.18e-02 -9.07e-03 -6.75e-03 -5.70e-04 -6.03e-03 2.02e-03 1.45e-02
## 242 6.09e-03 -1.77e-03 1.25e-05 -9.31e-04 -1.15e-02 7.05e-03 1.90e-02
## 243 8.71e-03 1.00e-02 5.08e-04 -8.27e-03 -2.17e-02 1.88e-02 5.25e-02
## 244 7.44e-03 4.33e-04 -7.19e-03 -1.26e-02 -2.44e-03 2.03e-02 2.55e-02
## 245 -5.36e-04 -2.89e-03 2.27e-03 3.04e-03 -7.11e-04 -3.56e-03 6.57e-03
## 246 3.85e-02 -1.88e-02 -4.09e-02 -1.08e-02 1.73e-02 -8.70e-03 6.11e-02
## 247 3.92e-02 -2.73e-02 -1.37e-02 -5.70e-03 -4.21e-02 2.89e-02 6.47e-02
## 248 4.14e-03 2.34e-04 -3.78e-03 -2.11e-03 7.95e-04 -9.74e-05 8.95e-03
## 249 -7.69e-04 9.14e-04 9.25e-05 4.23e-04 9.43e-04 -1.31e-03 -1.97e-03
## 250 6.27e-02 -2.56e-02 -6.96e-02 6.17e-03 -1.64e-02 3.43e-02 9.56e-02
## 251 -4.44e-03 4.67e-03 1.85e-03 2.47e-03 2.58e-03 -4.52e-03 -7.93e-03
## 252 1.79e-02 6.29e-03 -1.50e-02 -6.25e-03 -1.58e-02 1.65e-02 3.88e-02
## 253 2.08e-02 5.03e-02 -4.54e-02 1.01e-02 -6.37e-03 3.63e-03 8.02e-02
## 254 1.42e-01 9.28e-02 -2.63e-01 -3.54e-03 5.81e-02 4.82e-02 3.01e-01
## 255 -4.63e-02 -5.97e-03 6.44e-02 -1.70e-03 1.07e-02 -1.77e-02 7.21e-02
## 256 1.99e-01 -8.50e-02 -2.21e-01 -1.94e-01 9.67e-02 9.24e-02 -2.97e-01
## 257 2.35e-03 5.25e-03 1.82e-03 -8.89e-03 -7.84e-03 1.47e-02 2.92e-02
## 258 -5.30e-03 1.66e-02 -1.51e-02 6.40e-03 2.60e-02 -2.32e-02 -4.52e-02
## 259 4.92e-03 -1.03e-03 -4.72e-03 -7.73e-04 -3.80e-04 -2.09e-03 -7.13e-03
## 260 -6.01e-03 2.57e-02 6.76e-04 8.62e-04 -6.72e-03 6.90e-03 3.78e-02
## 261 -2.56e-02 3.21e-02 6.89e-03 1.31e-02 -1.22e-02 4.88e-02 7.56e-02
## 262 1.79e-02 -1.11e-02 -1.92e-02 -1.04e-02 1.03e-02 -4.75e-03 -2.82e-02
## 263 -1.68e-03 -1.08e-04 3.62e-03 -5.70e-04 -3.67e-03 5.47e-03 9.03e-03
## 264 1.18e-01 -5.77e-02 -1.40e-01 -2.41e-01 1.71e-01 5.27e-02 -2.86e-01
## 265 -2.29e-02 -2.60e-02 4.48e-02 -9.58e-03 -1.75e-02 3.96e-02 7.44e-02
## 266 -1.54e-02 1.63e-02 1.16e-02 3.17e-02 -1.72e-02 -6.06e-03 3.76e-02
## 267 1.56e-02 -1.48e-03 -1.38e-02 -3.88e-03 -9.11e-03 1.10e-02 2.22e-02
## 268 9.51e-04 8.33e-04 1.58e-03 4.18e-03 -1.05e-02 9.23e-03 1.86e-02
## 269 -3.79e-03 3.25e-03 3.16e-03 8.45e-03 -6.96e-03 3.32e-03 1.24e-02
## 270 -7.30e-03 8.31e-03 1.71e-03 9.90e-04 4.83e-03 4.30e-03 1.62e-02
## 271 4.54e-02 -8.25e-04 -5.28e-02 -1.13e-02 2.85e-03 -5.15e-03 -5.94e-02
## 272 4.84e-03 4.50e-03 -8.92e-04 -1.75e-03 -9.57e-03 4.98e-03 2.24e-02
## 273 -1.17e-02 6.81e-03 8.32e-03 -1.36e-02 4.78e-03 2.97e-02 4.49e-02
## 274 -1.30e-02 2.03e-02 7.93e-03 7.00e-02 -4.80e-02 -6.74e-03 7.51e-02
## 275 -3.56e-02 4.87e-02 1.27e-02 4.10e-02 -7.23e-03 -2.70e-03 6.57e-02
## 276 -9.72e-03 5.45e-03 8.50e-03 3.91e-03 2.53e-03 -3.56e-03 1.29e-02
## 277 -4.82e-03 1.21e-03 9.36e-03 -1.96e-03 -9.01e-04 -2.73e-03 1.47e-02
## 278 1.59e-02 -9.90e-03 -1.69e-02 -9.17e-03 1.68e-03 8.31e-03 -2.34e-02
## 279 -2.62e-03 3.91e-03 8.58e-03 -2.02e-03 -1.12e-02 1.28e-02 3.11e-02
## 280 5.04e-03 1.15e-02 -3.42e-03 -1.74e-03 -1.23e-02 1.10e-02 3.30e-02
## 281 8.26e-05 7.45e-06 -1.17e-04 1.04e-05 -3.31e-05 5.66e-05 -1.36e-04
## 282 9.83e-01 -2.73e-01 -1.16e+00 -4.05e-01 2.88e-01 5.77e-02 -1.25e+00
## 283 2.87e-02 -2.66e-03 -2.42e-02 -2.82e-03 -1.28e-02 7.49e-03 4.26e-02
## 284 -3.20e-02 -6.06e-03 6.10e-02 5.26e-02 -7.47e-02 4.97e-03 -1.03e-01
## 285 2.57e-02 2.46e-04 -3.35e-02 -1.80e-02 1.01e-02 1.65e-02 4.45e-02
## 286 2.67e-03 -5.35e-03 -5.25e-04 1.61e-03 -4.01e-03 1.35e-03 -7.72e-03
## 287 -2.15e-03 -1.71e-03 -6.34e-04 4.56e-03 1.69e-03 -4.54e-03 -1.90e-02
## 288 1.72e-03 -1.32e-03 -1.33e-03 1.77e-03 -1.42e-03 -1.73e-03 -4.22e-03
## 289 4.25e-03 8.63e-03 -7.69e-03 -2.31e-02 1.13e-02 1.49e-02 3.17e-02
## 290 -1.32e-02 1.46e-02 3.99e-03 -1.87e-02 2.44e-02 4.39e-03 3.05e-02
## 291 2.73e-04 1.73e-03 -2.62e-04 1.49e-03 -1.66e-03 -3.11e-03 -9.16e-03
## 292 1.11e-02 -1.28e-02 -9.07e-04 2.81e-02 -4.90e-02 2.12e-02 -5.40e-02
## 293 -6.52e-03 -5.23e-03 1.61e-02 6.69e-03 -1.17e-02 -6.36e-03 -2.46e-02
## 294 -1.90e-03 -1.66e-03 7.19e-03 1.54e-02 -2.67e-02 1.15e-02 -3.24e-02
## 295 -2.30e-02 -2.64e-02 4.75e-02 1.85e-02 -2.89e-02 -7.39e-04 -6.13e-02
## 296 -1.52e-04 -2.26e-03 4.54e-03 1.47e-02 -1.68e-02 -1.35e-03 -1.99e-02
## 297 8.50e-03 3.41e-03 -1.08e-02 9.35e-03 -3.58e-04 -1.97e-02 -2.77e-02
## 298 4.80e-03 -1.71e-02 -2.46e-03 1.58e-02 1.56e-03 -2.44e-02 -4.11e-02
## 299 2.15e-02 -2.98e-02 -7.94e-03 1.42e-02 -2.06e-02 -8.34e-03 -3.95e-02
## 300 -5.29e-03 1.08e-02 1.39e-03 8.94e-04 1.51e-03 3.40e-04 1.21e-02
## 301 -5.05e-03 1.91e-03 5.13e-03 -7.35e-04 5.07e-03 -8.99e-03 -1.27e-02
## 302 -2.24e-04 -1.04e-03 3.02e-04 3.91e-04 -5.66e-04 2.11e-03 4.03e-03
## 303 1.66e-02 2.37e-03 -1.75e-02 -3.18e-03 -6.41e-03 7.72e-03 2.40e-02
## 304 3.64e-04 -1.85e-04 -3.69e-04 -5.03e-04 4.73e-05 7.24e-04 9.66e-04
## 305 1.22e-02 -1.31e-03 -1.32e-02 -8.50e-03 6.83e-04 1.02e-02 2.04e-02
## 306 2.34e-02 1.64e-03 -2.72e-02 -5.56e-03 1.29e-03 3.04e-03 3.26e-02
## 307 1.75e-02 -3.38e-03 -1.25e-02 -1.58e-02 -6.52e-03 1.82e-02 3.27e-02
## 308 3.15e-03 -4.02e-03 -2.43e-03 2.67e-03 -1.40e-03 -2.57e-03 -7.34e-03
## 309 1.21e-02 -3.97e-03 -1.01e-02 3.48e-03 -3.85e-03 -1.09e-02 -2.14e-02
## 310 -2.52e-04 1.02e-03 -3.21e-04 4.25e-04 3.57e-04 -8.96e-04 -1.70e-03
## 311 5.68e-02 2.10e-03 -7.66e-02 9.04e-03 -3.06e-03 1.29e-02 8.65e-02
## 312 2.59e-02 -1.70e-02 -3.14e-02 2.04e-02 -1.06e-02 -4.79e-03 -5.20e-02
## 313 -1.15e-02 1.80e-02 9.04e-04 -3.27e-03 1.11e-02 -3.30e-03 -2.59e-02
## 314 1.75e-02 -1.20e-02 -1.28e-02 -4.07e-03 -6.15e-03 8.52e-03 2.21e-02
## 315 1.30e-03 2.61e-03 -2.86e-03 2.43e-03 -1.05e-03 -3.01e-04 5.20e-03
## 316 -7.14e-04 9.89e-04 6.23e-05 5.35e-04 2.87e-04 -3.51e-04 -1.41e-03
## 317 2.60e-02 -2.42e-02 -2.09e-02 -2.35e-02 1.31e-02 -2.55e-03 -4.29e-02
## 318 -3.56e-03 2.59e-03 2.54e-03 3.21e-03 6.54e-04 -4.35e-03 -6.55e-03
## 319 9.94e-03 -4.78e-03 -1.16e-02 -9.47e-03 2.03e-03 1.58e-02 2.42e-02
## 320 1.53e-02 4.63e-04 -1.93e-02 -2.30e-03 -1.65e-04 5.92e-03 2.20e-02
## 321 -1.62e-04 -5.46e-04 -1.62e-04 -8.48e-03 8.20e-03 -2.04e-03 -1.02e-02
## 322 -2.04e-03 5.41e-04 2.83e-03 -6.73e-03 1.46e-03 8.68e-03 1.38e-02
## 323 -4.47e-04 8.18e-04 1.92e-04 7.07e-04 -5.16e-04 2.78e-04 1.34e-03
## 324 1.43e-03 -5.33e-03 1.40e-03 -4.39e-03 3.23e-04 4.45e-03 9.84e-03
## 325 7.35e-03 -1.17e-02 -3.57e-03 -2.40e-03 -7.71e-04 -8.38e-04 -1.47e-02
## 326 -5.67e-02 -1.05e-03 7.14e-02 4.83e-02 -4.05e-02 -3.75e-03 -9.25e-02
## 327 8.41e-03 -5.47e-03 -1.76e-02 7.82e-03 6.10e-03 6.00e-03 4.16e-02
## 328 4.70e-04 -9.17e-04 3.02e-04 -7.16e-04 -8.48e-04 1.38e-03 1.93e-03
## 329 -5.53e-03 -8.57e-03 9.84e-03 7.07e-03 -3.08e-03 -5.67e-03 -1.80e-02
## 330 3.23e-03 -1.80e-03 -2.04e-03 -2.02e-03 -1.24e-03 2.92e-03 5.74e-03
## 331 5.41e-03 8.36e-03 -3.72e-03 -9.34e-03 -5.14e-03 1.04e-02 2.80e-02
## 332 -1.19e-05 3.60e-06 1.60e-05 8.25e-06 -6.96e-06 -8.10e-06 -2.33e-05
## 333 -1.36e-02 7.96e-03 1.10e-02 1.55e-02 6.75e-03 -3.12e-02 -3.62e-02
## 334 2.19e-03 9.76e-04 -5.64e-03 3.19e-03 3.41e-03 -6.27e-03 -1.16e-02
## 335 4.59e-03 2.24e-03 -7.66e-03 7.71e-03 1.45e-03 -1.49e-02 -2.14e-02
## 336 1.05e-03 3.84e-03 -1.70e-03 3.26e-03 -5.02e-03 3.40e-03 9.93e-03
## 337 4.26e-02 -3.39e-03 -5.28e-02 -2.57e-02 6.56e-03 3.39e-02 6.75e-02
## 338 -6.07e-04 -3.91e-04 4.65e-04 -8.40e-03 1.08e-02 -8.63e-03 -1.59e-02
## 339 7.32e-02 -1.66e-02 -8.09e-02 -3.42e-02 1.23e-02 2.17e-02 9.19e-02
## 340 -1.50e-03 -4.03e-03 1.64e-03 1.93e-03 3.82e-03 -7.29e-03 -1.26e-02
## 341 6.28e-03 -5.19e-03 -5.75e-03 -1.12e-02 5.40e-03 8.02e-03 1.63e-02
## 342 4.76e-02 -2.44e-02 -3.51e-02 -2.40e-02 -1.65e-02 3.05e-02 5.84e-02
## 343 -2.04e-03 9.96e-03 -4.15e-03 -2.74e-03 1.03e-02 -1.06e-02 -2.01e-02
## 344 3.45e-03 -8.80e-03 1.19e-03 -9.62e-03 -4.44e-03 1.80e-02 2.10e-02
## 345 6.63e-03 -2.62e-03 -5.35e-03 2.90e-03 -3.29e-03 -5.66e-03 -1.25e-02
## 346 1.48e-02 -6.38e-03 -1.77e-02 -2.00e-03 3.23e-03 5.57e-03 2.79e-02
## 347 2.23e-03 -3.48e-03 -1.67e-03 1.76e-04 6.08e-04 -1.59e-03 -5.38e-03
## 348 -1.66e-02 2.24e-03 2.18e-02 1.37e-03 -6.48e-03 1.08e-03 -2.86e-02
## 349 -7.97e-03 6.32e-03 7.70e-03 2.89e-03 1.51e-03 -9.29e-03 -1.60e-02
## 350 -5.28e-03 2.98e-03 4.50e-03 1.85e-03 4.37e-03 -9.07e-03 -1.07e-02
## 351 1.56e-02 9.98e-03 -2.55e-02 -2.00e-03 4.16e-03 -4.68e-03 -3.37e-02
## 352 1.91e-02 -1.81e-02 -1.28e-02 -1.65e-03 -1.63e-02 2.40e-02 3.41e-02
## 353 1.66e-03 -1.51e-03 1.11e-03 -1.50e-02 6.99e-03 6.69e-03 2.15e-02
## 354 -3.61e-03 -4.03e-03 4.33e-03 2.74e-03 1.02e-03 -2.89e-03 -1.08e-02
## 355 -7.29e-03 5.69e-03 4.43e-03 2.44e-03 7.91e-03 -1.27e-02 -1.51e-02
## 356 3.93e-04 8.66e-04 -8.75e-04 5.20e-04 8.35e-04 -2.60e-03 -3.35e-03
## 357 4.16e-03 -2.18e-03 -3.69e-03 5.38e-03 -1.28e-03 -1.07e-02 -1.65e-02
## 358 -4.13e-05 1.54e-04 -8.94e-05 1.29e-04 1.18e-04 -2.37e-04 -3.50e-04
## 359 9.11e-04 -6.96e-04 -6.66e-04 -4.65e-06 -2.89e-04 1.91e-04 1.25e-03
## 360 -4.01e-04 2.67e-04 3.27e-04 2.64e-04 3.18e-05 -2.92e-04 -5.40e-04
## 361 1.08e-02 -1.17e-02 -1.20e-02 -3.90e-02 7.07e-03 5.73e-02 6.85e-02
## 362 -9.69e-04 1.04e-02 -8.27e-03 2.20e-03 1.12e-02 -1.22e-02 -2.12e-02
## 363 -2.80e-03 4.92e-03 -3.77e-04 2.58e-03 2.09e-03 -3.67e-03 -7.73e-03
## 364 1.82e-03 1.14e-03 -3.54e-03 -6.93e-03 8.05e-03 4.46e-04 1.36e-02
## 365 2.31e-04 -5.67e-04 -1.16e-04 -3.92e-04 4.06e-04 -1.86e-04 -9.35e-04
## 366 1.38e-02 -6.67e-03 -1.03e-02 -6.67e-04 -9.58e-04 -1.19e-02 -2.21e-02
## 367 2.94e-03 3.01e-04 -3.89e-03 -5.23e-05 -1.60e-04 -3.66e-04 -4.96e-03
## 368 -1.43e-03 5.01e-03 -9.99e-04 1.81e-02 -1.87e-02 5.16e-03 -2.88e-02
## 369 2.76e-04 4.71e-03 3.78e-04 -7.91e-03 1.81e-03 3.95e-03 1.46e-02
## 370 -7.07e-03 1.05e-02 4.11e-03 -2.29e-03 1.97e-02 -2.59e-02 3.34e-02
## 371 1.55e-02 -2.31e-02 -1.72e-04 1.28e-02 -2.55e-02 -3.84e-03 -3.47e-02
## 372 6.44e-04 -4.01e-03 -1.66e-03 7.89e-03 -6.82e-03 2.12e-03 -1.96e-02
## 373 1.28e-02 5.38e-03 -2.30e-02 -4.22e-03 4.21e-03 6.13e-03 -2.83e-02
## 374 4.54e-04 2.63e-04 -2.09e-03 4.90e-03 -2.60e-03 -2.78e-04 -7.76e-03
## 375 4.60e-03 3.15e-03 -1.10e-02 -9.96e-04 3.90e-03 2.14e-03 -1.49e-02
## 376 -3.25e-03 8.01e-03 -1.94e-03 2.43e-02 -9.94e-03 -1.56e-02 -3.43e-02
## 377 2.31e-03 -2.77e-03 -4.35e-03 6.19e-03 2.17e-03 -8.92e-03 -1.53e-02
## 378 1.34e-02 -7.38e-03 -1.31e-02 1.39e-03 -5.95e-03 3.79e-03 -1.71e-02
## 379 -2.58e-03 3.93e-03 -2.31e-03 1.21e-02 -2.23e-03 -6.66e-03 -1.83e-02
## 380 -1.32e-03 7.09e-03 -2.86e-03 1.65e-03 5.35e-05 -7.53e-04 -1.32e-02
## 381 7.24e-03 1.03e-02 -1.48e-02 9.35e-03 -6.37e-03 -2.26e-03 -2.75e-02
## 382 3.69e-03 6.09e-03 -1.16e-02 6.18e-03 4.00e-04 -3.67e-04 -1.77e-02
## 383 3.76e-04 1.06e-03 -1.58e-03 2.60e-03 -3.99e-04 -1.78e-03 -3.92e-03
## 384 -9.67e-04 -2.31e-03 4.30e-03 -2.18e-03 -3.61e-03 5.14e-03 8.74e-03
## 385 2.04e-02 -9.58e-03 -1.77e-02 2.35e-02 -3.03e-02 -5.47e-04 -4.96e-02
## 386 5.07e-03 5.74e-03 -1.14e-02 1.27e-02 2.66e-04 -1.61e-02 -2.72e-02
## 387 4.83e-02 -6.78e-02 -2.60e-03 8.96e-03 -6.84e-02 2.00e-02 -8.83e-02
## 388 -6.61e-03 1.63e-02 -4.26e-03 1.26e-02 3.39e-05 -5.89e-03 -2.49e-02
## 389 -1.34e-03 2.41e-03 -1.87e-03 -1.66e-03 2.52e-03 2.96e-03 -7.76e-03
## 390 5.27e-03 -6.57e-04 -8.63e-03 4.62e-03 -4.70e-03 5.19e-03 -1.44e-02
## 391 8.11e-03 -8.84e-03 -5.49e-03 1.90e-03 -4.59e-03 3.88e-05 -1.23e-02
## 392 3.18e-02 -2.34e-03 -3.14e-02 2.14e-02 -3.99e-02 1.25e-02 -6.07e-02
## 393 2.02e-02 -2.38e-02 -2.11e-02 1.58e-02 -3.11e-03 -1.14e-02 -4.86e-02
## 394 1.71e-02 -2.90e-02 -2.95e-03 -4.75e-03 -1.06e-02 4.01e-03 -2.99e-02
## 395 3.45e-03 3.27e-03 -9.65e-03 2.61e-03 3.79e-03 -3.18e-03 -1.53e-02
## 396 1.91e-02 -1.07e-02 -1.55e-02 5.89e-03 -2.03e-02 1.18e-02 -3.03e-02
## 397 6.32e-03 -4.71e-03 -5.81e-03 -1.53e-03 -7.68e-04 1.28e-03 -8.42e-03
## 398 4.60e-03 -4.17e-03 -6.96e-03 5.22e-03 -1.85e-03 -4.52e-04 -1.59e-02
## 399 6.66e-03 -4.79e-03 -6.82e-03 3.20e-03 -3.45e-03 2.64e-05 -1.16e-02
## 400 1.47e-03 7.66e-03 -7.56e-03 7.54e-03 -1.36e-03 -4.21e-03 -1.67e-02
## 401 4.17e-03 -8.64e-03 4.42e-04 4.23e-03 -1.24e-02 1.29e-02 1.97e-02
## 402 -1.90e-03 2.78e-03 2.15e-03 -3.71e-03 -9.87e-04 6.88e-03 1.04e-02
## 403 -3.84e-04 5.89e-04 2.76e-04 1.69e-03 -8.78e-04 -6.59e-04 1.88e-03
## 404 -5.86e-04 1.23e-03 9.01e-04 -2.34e-03 1.05e-04 3.53e-03 7.61e-03
## 405 1.15e-03 -5.45e-03 1.32e-03 2.14e-03 -4.68e-03 5.81e-03 1.21e-02
## 406 5.19e-05 -6.33e-05 -2.48e-05 5.74e-06 -3.25e-06 -8.87e-05 -1.81e-04
## 407 1.40e-02 6.05e-03 -1.83e-02 2.37e-03 2.19e-03 -1.68e-02 -3.37e-02
## 408 2.44e-04 -9.84e-04 -1.40e-03 4.84e-03 3.32e-03 -1.34e-02 -1.91e-02
## 409 2.29e-03 7.19e-03 -6.22e-03 1.16e-02 -4.08e-03 -1.18e-02 -2.31e-02
## 410 3.84e-03 -8.87e-03 1.24e-03 -2.29e-04 -9.70e-03 7.02e-03 -1.78e-02
## 411 -6.10e-03 -8.36e-03 1.44e-02 -1.09e-02 -1.09e-02 1.78e-02 -4.01e-02
## 412 5.17e-03 1.07e-02 -1.06e-02 1.44e-02 1.01e-02 -4.62e-02 -5.51e-02
## 413 -7.47e-03 1.61e-02 4.37e-04 2.58e-03 1.26e-03 3.34e-03 1.80e-02
## 414 -1.12e-03 1.73e-03 -1.19e-04 -1.76e-03 2.36e-03 -5.55e-04 -4.49e-03
## 415 5.58e-03 -2.52e-03 2.73e-03 8.16e-03 -2.03e-02 -7.68e-03 -4.61e-02
## 416 1.61e-02 -1.99e-02 -8.76e-03 2.81e-03 -1.07e-02 5.11e-04 -2.59e-02
## 417 -4.58e-04 1.22e-03 -4.78e-04 -2.56e-03 -1.55e-04 7.31e-03 9.52e-03
## 418 -3.95e-03 1.06e-02 -1.93e-04 6.68e-03 -4.30e-03 2.94e-03 1.47e-02
## 419 -6.67e-04 5.83e-03 2.02e-03 6.05e-04 4.62e-03 -2.18e-02 -2.98e-02
## 420 -1.49e-03 2.33e-03 -9.17e-04 1.94e-05 5.60e-03 -6.19e-03 -8.08e-03
## 421 -2.14e-03 1.06e-02 -5.56e-04 7.61e-03 -6.87e-03 1.59e-03 1.69e-02
## 422 2.29e-02 1.41e-03 -3.24e-02 1.41e-03 6.33e-03 -1.81e-02 -5.43e-02
## 423 -1.98e-03 -2.71e-03 5.45e-03 2.99e-03 -7.91e-03 9.64e-03 1.93e-02
## 424 -4.73e-04 7.37e-04 -1.62e-03 3.58e-03 3.41e-03 -9.42e-03 -1.39e-02
## 425 -1.08e-02 1.20e-03 1.42e-02 1.38e-02 -1.97e-03 -2.29e-02 -3.00e-02
## 426 -1.30e-03 -8.52e-04 1.78e-03 -2.52e-03 8.59e-06 5.66e-03 8.22e-03
## 427 3.35e-03 -6.31e-03 -7.53e-04 -8.68e-03 7.69e-03 -6.07e-03 -1.48e-02
## 428 -5.90e-04 -5.63e-03 3.10e-03 1.46e-03 -1.29e-04 -4.45e-03 -1.04e-02
## 429 7.83e-03 7.21e-03 -1.51e-02 8.33e-03 -3.66e-03 -4.04e-03 -2.58e-02
## 430 1.14e-03 -1.51e-04 -7.39e-04 3.50e-04 -8.12e-04 -1.08e-03 -2.67e-03
## 431 6.34e-04 -1.09e-03 9.27e-04 -2.26e-03 -7.93e-04 8.58e-04 -4.25e-03
## 432 7.47e-03 3.47e-03 -1.10e-02 2.11e-03 -7.18e-04 -4.06e-03 -1.64e-02
## 433 6.12e-03 -1.00e-03 -6.30e-03 4.94e-03 -3.21e-03 -6.21e-03 -1.29e-02
## 434 2.41e-03 -2.00e-03 3.20e-03 8.34e-03 -1.08e-02 -1.09e-02 -2.52e-02
## 435 5.26e-03 -1.20e-04 -2.56e-03 -2.44e-02 7.71e-03 6.36e-03 -3.13e-02
## 436 2.51e-02 -1.47e-02 -9.71e-03 -2.15e-03 -1.62e-02 -1.59e-02 -4.81e-02
## 437 2.43e-03 6.30e-03 -8.03e-03 8.63e-03 5.99e-03 -2.07e-02 -2.69e-02
## 438 -2.47e-04 4.23e-04 -3.84e-05 4.44e-04 7.29e-05 -4.20e-04 -7.98e-04
## 439 -1.44e-03 -1.99e-03 3.22e-03 1.16e-03 1.02e-03 -3.72e-03 7.34e-03
## 440 -1.34e-02 -1.59e-03 1.74e-02 1.78e-03 5.97e-03 -8.90e-03 2.44e-02
## 441 -1.01e-02 -1.41e-02 1.76e-02 -6.70e-03 1.57e-03 2.01e-03 -3.17e-02
## 442 1.85e-02 -2.86e-02 -8.04e-03 2.54e-02 -3.75e-02 2.56e-02 5.71e-02
## 443 -9.71e-04 1.14e-02 -2.64e-03 -1.39e-03 -1.83e-03 6.56e-03 1.76e-02
## 444 8.58e-03 -5.36e-04 -6.36e-03 -4.86e-03 -3.42e-03 -6.98e-04 -1.82e-02
## 445 -1.49e-02 3.54e-02 1.79e-03 6.12e-03 9.54e-04 2.67e-03 4.03e-02
## 446 9.86e-04 5.26e-04 4.63e-04 1.24e-05 -3.41e-03 -8.12e-04 -1.00e-02
## 447 -6.10e-03 2.59e-02 4.24e-03 -1.08e-02 2.51e-02 -5.73e-02 -8.67e-02
## 448 -3.47e-03 -2.83e-02 1.08e-02 -9.56e-02 8.49e-02 -1.42e-02 -1.16e-01
## 449 -7.28e-04 7.29e-04 1.54e-04 8.36e-04 -4.93e-04 1.49e-03 2.89e-03
## 450 -2.21e-03 3.54e-03 1.60e-03 -4.06e-03 4.84e-03 -5.69e-03 -1.26e-02
## 451 -4.24e-03 4.37e-03 9.83e-04 9.67e-03 -1.89e-03 -2.03e-04 1.60e-02
## 452 -3.54e-03 6.57e-03 2.99e-04 4.04e-03 -2.00e-03 -7.71e-05 -1.11e-02
## 453 2.03e-02 -6.26e-03 -1.98e-02 -2.24e-03 -1.27e-03 -9.45e-03 -3.19e-02
## 454 -8.05e-03 -2.16e-03 5.44e-03 -3.90e-03 1.90e-03 1.37e-02 -2.21e-02
## 455 -9.52e-04 2.10e-03 5.82e-03 6.35e-03 -7.56e-03 -6.98e-03 1.79e-02
## 456 3.65e-02 -2.88e-02 -1.40e-02 -4.36e-02 -3.78e-02 6.91e-02 -9.28e-02
## 457 1.39e-02 -6.69e-03 -2.51e-03 6.82e-03 -1.62e-02 -8.68e-03 3.02e-02
## 458 2.86e-02 -3.19e-02 2.45e-02 2.30e-02 -6.77e-02 -2.30e-02 1.10e-01
## 459 2.96e-03 -2.96e-03 2.79e-04 1.24e-03 -4.26e-03 -8.54e-04 6.22e-03
## 460 -3.34e-04 -5.74e-03 -5.51e-05 -2.27e-03 2.57e-03 3.77e-03 -1.27e-02
## 461 5.14e-03 -1.30e-02 -3.54e-03 -8.66e-03 5.31e-03 5.44e-03 -2.10e-02
## 462 2.26e-02 -1.51e-02 -7.48e-03 7.37e-03 -1.72e-02 -1.50e-02 3.69e-02
## 463 -4.60e-03 -9.42e-04 4.70e-03 -2.89e-03 2.80e-03 2.22e-03 -7.66e-03
## 464 -8.03e-02 1.07e-02 6.42e-02 -2.50e-02 4.65e-02 2.79e-02 -1.10e-01
## 465 -3.09e-02 3.75e-03 2.93e-02 1.46e-02 -4.65e-03 4.15e-03 -4.07e-02
## 466 -5.53e-02 2.60e-02 7.51e-02 5.93e-03 2.17e-02 -7.35e-02 1.18e-01
## 467 3.49e-02 -1.47e-02 -2.48e-02 1.36e-02 -2.44e-02 -6.52e-03 4.31e-02
## 468 -1.15e-05 1.24e-03 -2.21e-03 -8.24e-04 1.99e-03 1.61e-03 -4.49e-03
## 469 6.30e-02 -1.37e-02 -2.88e-02 5.83e-02 -7.03e-02 -5.96e-02 1.36e-01
## 470 1.97e-04 -4.73e-04 -2.48e-04 -1.05e-03 7.38e-04 4.86e-04 -1.41e-03
## 471 -1.62e-02 6.92e-03 9.89e-03 -1.62e-02 1.71e-02 9.68e-03 -2.80e-02
## 472 -1.94e-02 -2.59e-02 8.37e-02 4.26e-02 -7.16e-02 -4.41e-02 1.43e-01
## 473 -8.81e-03 1.86e-02 -1.25e-02 -1.26e-02 1.89e-02 2.21e-02 -4.28e-02
## 474 -5.63e-02 -5.76e-03 5.99e-02 -2.93e-02 1.03e-03 6.57e-02 -1.05e-01
## 475 -1.38e-02 1.46e-03 1.06e-02 -2.97e-03 5.86e-03 7.50e-03 -2.08e-02
## 476 -9.81e-02 5.95e-02 5.99e-02 -1.87e-02 4.60e-02 3.94e-02 -1.19e-01
## 477 -1.05e-02 4.51e-03 2.81e-03 -5.74e-03 7.10e-03 1.39e-02 -2.57e-02
## 478 -3.47e-02 2.26e-02 5.53e-03 -4.33e-02 4.40e-02 4.99e-02 -8.91e-02
## 479 1.98e-02 -1.79e-03 -2.00e-02 -6.57e-04 -4.76e-03 -2.73e-04 2.30e-02
## 480 8.01e-03 1.15e-02 -3.44e-02 -1.03e-02 1.37e-02 3.40e-02 -6.25e-02
## 481 -1.11e-02 1.58e-02 -1.08e-02 -3.88e-03 2.68e-02 7.51e-04 -4.13e-02
## 482 8.06e-05 -1.09e-04 -2.91e-04 -1.47e-04 2.86e-04 1.79e-04 -7.41e-04
## 483 6.32e-03 -8.87e-03 1.83e-02 1.00e-02 -3.89e-02 5.17e-03 5.80e-02
## 484 1.93e-02 -4.37e-03 6.85e-04 1.30e-02 1.95e-03 -7.18e-02 9.23e-02
## 485 -1.62e-02 7.43e-03 1.11e-02 -3.48e-03 1.14e-02 -2.65e-04 -1.87e-02
## 486 4.19e-02 -1.54e-02 -2.75e-02 -5.74e-03 -1.65e-02 -5.49e-03 5.25e-02
## 487 -8.55e-02 4.02e-02 5.35e-02 -3.81e-02 5.43e-02 4.74e-02 -1.18e-01
## 488 1.73e-03 1.63e-03 2.79e-04 5.67e-03 -3.02e-03 -9.03e-03 1.32e-02
## 489 1.60e-02 -1.46e-02 1.81e-03 3.12e-03 -1.69e-02 -1.18e-02 3.66e-02
## 490 -6.06e-03 4.50e-03 1.97e-03 -1.31e-03 5.48e-03 1.40e-03 -8.80e-03
## 491 -1.09e-02 5.84e-03 -6.93e-03 -6.47e-03 1.89e-02 1.54e-02 -4.63e-02
## 492 -5.37e-02 5.48e-02 2.13e-02 6.62e-02 3.26e-02 -8.08e-02 1.12e-01
## 493 -9.47e-04 -9.34e-04 3.07e-03 1.04e-03 -2.15e-03 -1.14e-03 4.55e-03
## 494 -2.39e-02 -8.66e-03 3.78e-02 1.09e-02 -6.59e-02 8.39e-02 -1.11e-01
## 495 -7.96e-02 7.47e-02 1.54e-02 4.55e-02 -8.64e-03 1.14e-01 1.94e-01
## 496 -2.57e-02 1.23e-02 5.95e-03 -8.35e-03 3.31e-02 2.22e-03 -5.00e-02
## 497 -4.78e-02 1.48e-02 3.61e-02 6.41e-03 2.31e-02 -8.11e-03 -5.52e-02
## 498 -2.04e-03 3.98e-03 4.36e-03 5.01e-03 -2.88e-03 -8.32e-03 1.49e-02
## 499 1.06e-02 4.53e-03 -2.38e-02 1.41e-03 -1.78e-03 1.90e-02 -3.59e-02
## 500 7.92e-04 -1.93e-03 -3.07e-03 -7.32e-04 1.64e-03 3.82e-03 -9.71e-03
## 501 -4.07e-04 8.31e-04 -6.26e-04 1.73e-04 1.25e-03 -8.31e-04 -2.27e-03
## 502 -3.21e-03 7.46e-03 6.82e-04 -3.67e-03 4.09e-03 1.43e-03 1.12e-02
## 503 4.72e-03 -7.02e-03 -1.00e-03 -1.11e-03 -2.74e-03 3.13e-03 1.12e-02
## 504 -2.91e-03 4.06e-04 1.47e-03 -4.13e-03 9.17e-03 -4.19e-03 1.10e-02
## 505 -5.46e-03 6.30e-03 -8.32e-03 -1.89e-02 3.45e-02 3.30e-03 4.58e-02
## 506 -5.17e-03 2.38e-03 4.42e-03 -7.08e-03 9.69e-03 -2.46e-03 1.25e-02
## 507 2.96e-03 1.58e-02 -1.00e-02 -4.44e-03 1.23e-02 -1.12e-02 2.81e-02
## 508 6.45e-03 -5.82e-03 -6.71e-03 -1.51e-02 1.62e-02 -1.64e-03 2.58e-02
## 509 -1.45e-02 1.02e-02 3.00e-03 5.22e-03 2.43e-02 -1.80e-02 3.73e-02
## 510 4.75e-02 -2.92e-02 -4.26e-02 -1.14e-02 9.57e-03 -9.54e-03 6.27e-02
## 511 -1.70e-03 1.07e-04 2.42e-03 1.11e-03 -2.76e-03 2.06e-03 -4.61e-03
## 512 -2.43e-02 3.50e-02 -2.30e-02 9.87e-03 7.53e-02 -3.78e-02 1.12e-01
## 513 -1.15e-04 -6.06e-05 1.67e-04 -2.52e-04 1.57e-04 1.33e-05 -3.83e-04
## 514 -4.73e-02 3.51e-02 4.86e-02 -2.02e-02 4.05e-02 -6.41e-02 -1.11e-01
## 515 1.42e-02 -2.21e-02 -1.23e-02 -2.15e-02 2.67e-02 -2.74e-04 5.95e-02
## 516 2.99e-04 -7.84e-04 1.02e-04 -1.92e-03 7.47e-04 1.44e-03 2.80e-03
## 517 5.33e-03 9.53e-04 -3.05e-03 2.86e-02 -2.85e-02 -6.63e-03 -4.19e-02
## 518 2.45e-03 1.47e-02 -1.65e-02 3.07e-02 -9.49e-03 2.38e-03 5.08e-02
## 519 1.49e-03 -1.17e-03 1.39e-03 8.52e-03 -1.67e-02 6.34e-03 -2.34e-02
## 520 -5.77e-04 2.97e-02 -2.27e-02 1.74e-02 1.87e-02 -2.07e-02 5.28e-02
## 521 1.84e-03 -2.58e-03 -2.13e-03 -1.06e-02 1.30e-02 -3.30e-03 1.87e-02
## 522 -8.81e-03 5.69e-02 -5.68e-02 4.08e-02 6.79e-02 -4.55e-02 1.48e-01
## 523 -4.71e-03 2.53e-03 -9.47e-03 -5.47e-03 4.71e-02 -2.93e-02 7.24e-02
## 524 -2.20e-02 -7.83e-03 2.33e-02 1.90e-03 3.50e-02 -3.19e-02 7.81e-02
## 525 -2.36e-03 4.51e-03 2.13e-03 1.32e-03 9.69e-03 -2.40e-02 -2.65e-02
## 526 9.54e-03 -2.78e-03 3.33e-03 1.38e-02 -1.50e-02 -3.54e-02 -5.58e-02
## 527 -1.84e-04 2.25e-04 -8.82e-06 9.26e-06 6.17e-05 3.67e-04 6.03e-04
## 528 -1.18e-03 4.10e-03 3.65e-04 9.13e-04 7.43e-05 -8.47e-04 7.22e-03
## 529 1.79e-02 -1.06e-02 -2.18e-02 -3.12e-02 2.41e-02 1.49e-02 4.76e-02
## 530 -5.43e-03 3.63e-03 6.22e-03 -1.85e-03 -3.99e-03 6.14e-03 -1.40e-02
## 531 -5.47e-03 4.68e-03 2.51e-03 -3.72e-03 8.50e-03 -2.67e-04 1.37e-02
## 532 4.28e-04 8.06e-04 -1.26e-03 1.75e-03 -4.02e-04 -1.20e-03 -2.87e-03
## 533 9.38e-03 -4.73e-03 -1.08e-02 -1.74e-02 1.52e-02 3.70e-03 2.72e-02
## 534 1.32e-03 3.12e-04 -3.47e-03 -2.10e-04 5.20e-03 -3.99e-03 8.42e-03
## 535 9.14e-03 -9.24e-03 -7.33e-03 -5.53e-03 9.94e-03 -7.53e-03 2.48e-02
## 536 -3.31e-03 1.27e-02 -4.06e-03 3.52e-04 4.41e-03 -2.37e-03 -1.66e-02
## 537 1.81e-04 -1.13e-03 -9.04e-03 -2.93e-02 4.94e-02 -1.46e-02 6.30e-02
## 538 -5.43e-04 1.04e-03 1.57e-03 3.53e-03 -1.22e-02 1.04e-02 -1.97e-02
## 539 -1.26e-03 1.14e-03 2.01e-03 1.02e-03 -2.70e-03 2.08e-04 -6.02e-03
## 540 -2.12e-02 -3.55e-03 2.30e-02 5.87e-03 1.75e-02 -2.29e-02 4.16e-02
## 541 2.08e-04 -9.94e-05 -1.45e-04 -1.43e-04 -4.69e-05 3.59e-05 -3.17e-04
## 542 1.88e-03 7.64e-04 -3.43e-03 3.09e-04 4.00e-03 -4.59e-03 7.91e-03
## 543 1.30e-02 1.22e-03 -2.35e-02 1.19e-02 -2.20e-03 8.29e-03 3.73e-02
## 544 -5.31e-03 -3.82e-04 7.98e-05 4.08e-03 2.60e-02 -3.01e-02 4.53e-02
## 545 1.93e-03 3.68e-03 -1.79e-02 2.82e-02 -6.51e-03 1.19e-02 5.45e-02
## 546 -2.07e-04 1.16e-04 4.94e-04 -2.28e-04 -7.22e-05 -4.13e-04 -1.27e-03
## 547 1.28e-03 -3.20e-03 4.27e-04 -1.73e-03 6.08e-04 2.83e-05 4.63e-03
## 548 3.23e-02 -2.60e-02 -2.60e-02 -1.35e-02 4.63e-03 4.77e-03 4.60e-02
## 549 6.93e-03 -3.06e-03 -1.34e-02 3.01e-03 2.28e-02 -2.07e-02 5.20e-02
## 550 -7.86e-03 -2.02e-03 1.61e-02 -1.44e-02 1.14e-02 -7.93e-03 3.22e-02
## 551 1.91e-02 -1.55e-02 -1.54e-02 -7.43e-03 7.48e-03 -6.28e-03 3.02e-02
## 552 5.73e-03 -9.62e-03 -4.97e-03 -7.92e-03 4.62e-03 1.32e-02 3.19e-02
## 553 9.15e-03 -5.13e-03 -1.27e-02 -1.42e-03 8.74e-03 2.00e-03 3.50e-02
## 554 6.65e-03 6.90e-03 -3.69e-02 1.10e-02 3.37e-02 2.47e-03 9.37e-02
## 555 -2.02e-02 5.73e-03 1.33e-02 -1.76e-04 1.79e-02 -2.78e-03 3.25e-02
## 556 -1.06e-02 3.27e-03 2.18e-02 1.23e-02 -6.65e-02 6.99e-02 -9.92e-02
## 557 -3.62e-03 1.33e-02 -1.63e-02 2.56e-03 3.45e-02 -1.87e-02 5.45e-02
## 558 4.54e-04 7.35e-04 -6.33e-04 6.99e-04 -2.52e-04 -4.13e-04 2.61e-03
## 559 4.66e-03 6.79e-03 -1.86e-02 -7.78e-03 5.46e-02 -5.51e-02 7.80e-02
## 560 -5.91e-04 2.08e-03 -3.88e-03 4.38e-03 9.15e-03 -9.53e-03 2.04e-02
## 561 -2.92e-03 -7.55e-03 6.74e-03 -9.54e-03 1.44e-02 -9.93e-03 2.39e-02
## 562 -2.96e-02 2.40e-02 -1.30e-02 2.67e-02 1.99e-02 4.39e-02 1.21e-01
## 563 4.63e-04 3.83e-04 -2.11e-03 -2.68e-03 6.70e-03 -4.05e-03 8.23e-03
## 564 -3.94e-02 5.57e-03 1.83e-02 -6.20e-02 1.15e-01 -3.24e-02 1.31e-01
## 565 7.52e-04 2.51e-04 -2.67e-03 -2.56e-03 5.95e-03 -2.16e-03 7.66e-03
## 566 -1.17e-02 6.72e-03 1.03e-02 1.14e-03 1.02e-02 -9.30e-03 2.50e-02
## 567 -8.46e-04 -1.15e-03 2.82e-04 -4.36e-03 9.30e-03 -6.35e-03 1.19e-02
## 568 -1.29e-02 1.86e-02 5.14e-03 -9.37e-05 9.59e-03 -3.13e-03 2.21e-02
## 569 4.84e-03 -5.17e-03 -1.35e-03 -7.70e-04 -4.75e-03 5.15e-03 1.12e-02
## 570 4.11e-04 -7.91e-04 -8.61e-03 -2.40e-02 5.99e-02 -4.54e-02 7.61e-02
## 571 2.51e-03 4.10e-03 -1.41e-02 1.73e-02 5.85e-03 -8.00e-03 3.55e-02
## 572 -3.21e-05 -1.06e-04 -2.75e-04 1.90e-03 -1.37e-03 2.96e-04 -2.54e-03
## 573 1.38e-02 -1.32e-02 -1.28e-02 5.65e-03 -4.51e-03 6.27e-03 3.06e-02
## 574 -1.52e-02 8.33e-03 2.88e-03 3.13e-03 4.94e-02 -5.32e-02 7.34e-02
## 575 -1.70e-03 4.44e-03 -1.40e-03 8.30e-03 3.68e-03 -1.14e-02 1.61e-02
## 576 -7.02e-03 6.53e-03 6.01e-03 3.30e-03 -2.88e-03 5.15e-05 -1.19e-02
## 577 1.51e-02 3.86e-03 -1.28e-02 1.67e-02 -3.61e-02 1.70e-02 -4.72e-02
## 578 -4.74e-05 -3.27e-03 6.31e-03 -5.66e-03 -1.36e-02 1.68e-02 -2.64e-02
## 579 -2.06e-02 8.94e-03 1.77e-02 1.71e-02 -5.21e-04 -4.14e-03 3.45e-02
## 580 -3.51e-03 3.44e-03 5.03e-03 2.95e-03 -4.22e-03 -4.24e-03 -1.53e-02
## 581 -8.87e-04 4.85e-03 -8.70e-04 6.81e-03 -2.26e-03 -3.69e-03 9.88e-03
## 582 -4.09e-03 -8.31e-04 6.18e-03 5.68e-03 8.48e-04 -7.95e-03 1.58e-02
## 583 -7.21e-03 2.50e-03 3.54e-03 -4.86e-03 1.18e-02 -9.16e-04 1.53e-02
## 584 4.27e-03 -8.91e-03 -1.77e-03 -1.43e-02 1.58e-02 -3.19e-03 2.94e-02
## 585 2.87e-04 -1.39e-03 4.05e-04 3.20e-04 -4.90e-04 -3.93e-04 -1.70e-03
## 586 1.35e-04 -6.37e-04 -5.61e-04 2.46e-02 -5.63e-04 -3.74e-02 -4.29e-02
## 587 1.25e-02 -1.29e-02 -5.57e-03 -1.83e-03 -4.37e-03 -5.91e-03 -1.91e-02
## 588 -8.28e-03 -8.13e-05 9.77e-03 1.53e-02 -7.42e-04 -2.24e-02 -2.75e-02
## 589 -1.76e-03 -1.25e-02 2.13e-02 6.00e-02 -6.73e-02 -6.49e-03 -7.87e-02
## 590 1.87e-03 -6.12e-03 7.11e-04 -6.25e-03 -2.19e-03 1.23e-02 1.46e-02
## 591 3.30e-03 -8.00e-03 -2.67e-04 2.99e-03 -2.07e-03 -4.08e-03 -1.08e-02
## 592 2.26e-03 -2.69e-03 2.20e-03 6.14e-03 -1.14e-02 -9.42e-06 -1.40e-02
## 593 2.11e-03 -1.12e-02 5.77e-05 9.55e-03 6.27e-03 -2.54e-02 -3.31e-02
## 594 1.86e-02 -3.96e-02 2.12e-02 -6.90e-03 -3.64e-02 -9.76e-03 -7.81e-02
## 595 -8.69e-08 -5.23e-04 6.69e-03 3.49e-02 -2.60e-02 -2.58e-02 -4.90e-02
## 596 1.08e-03 -1.57e-03 -1.63e-04 -1.06e-04 -8.64e-04 -1.47e-04 -1.94e-03
## 597 -2.60e-02 -1.30e-02 7.20e-02 6.37e-02 -3.96e-02 -1.24e-01 -1.72e-01
## 598 -1.50e-02 -4.07e-03 1.77e-02 1.32e-02 -1.12e-02 1.51e-03 -3.36e-02
## 599 4.28e-03 -1.23e-02 1.59e-02 8.94e-03 -2.78e-02 -1.29e-02 -5.34e-02
## 600 1.11e-02 -2.32e-02 5.41e-03 -9.65e-03 -1.21e-02 2.23e-03 -3.53e-02
## 601 -3.72e-03 1.64e-02 -1.79e-03 2.93e-03 1.66e-03 -3.61e-03 2.08e-02
## 602 -1.95e-02 -1.54e-02 2.50e-02 -4.54e-02 2.93e-02 1.95e-02 -6.32e-02
## 603 1.95e-04 3.25e-04 -2.88e-04 2.34e-03 6.92e-03 -1.98e-02 -2.33e-02
## 604 -2.76e-02 8.20e-03 1.89e-02 -3.07e-02 2.99e-02 1.93e-02 -4.98e-02
## 605 -1.62e-02 -1.02e-02 1.98e-02 -3.36e-03 3.29e-03 5.65e-03 -3.28e-02
## 606 -7.48e-03 4.37e-03 7.04e-03 2.75e-03 2.60e-03 -5.81e-03 9.86e-03
## 607 2.53e-02 2.58e-04 -2.63e-02 3.03e-02 -2.81e-02 -1.32e-02 -5.17e-02
## 608 -3.85e-03 1.67e-02 -3.44e-03 5.95e-03 -2.63e-03 3.85e-03 2.11e-02
## 609 2.69e-02 4.65e-03 -3.98e-02 -1.54e-02 1.21e-03 2.58e-02 -4.86e-02
## 610 1.54e-02 -3.13e-02 -6.15e-03 -1.47e-02 1.17e-03 9.73e-03 -4.05e-02
## 611 -4.89e-03 2.63e-03 -4.76e-03 -1.80e-02 2.40e-02 1.63e-03 -3.37e-02
## 612 -5.65e-04 3.53e-03 -9.02e-04 5.45e-03 -1.42e-03 -3.39e-03 7.58e-03
## 613 5.26e-03 7.50e-04 -1.11e-02 -3.20e-02 1.37e-03 4.88e-02 -5.61e-02
## 614 -2.62e-03 -9.72e-03 9.20e-03 7.77e-04 -5.25e-03 -8.28e-04 -1.79e-02
## 615 5.13e-03 -5.38e-03 -4.43e-04 1.95e-04 -4.66e-03 -1.25e-03 8.43e-03
## 616 3.42e-02 -1.36e-02 -2.52e-02 -4.10e-03 -4.04e-02 4.02e-02 -6.21e-02
## 617 4.86e-03 2.89e-03 -1.57e-02 -3.35e-02 4.77e-02 -2.39e-02 -5.86e-02
## 618 2.60e-03 -8.44e-03 4.40e-03 -9.40e-03 -3.18e-03 -8.53e-04 -3.32e-02
## 619 9.42e-03 3.28e-03 -7.89e-03 -6.91e-04 1.00e-03 -1.10e-02 2.26e-02
## 620 4.05e-04 -1.09e-03 -1.02e-04 -1.76e-03 7.73e-04 6.73e-04 -2.49e-03
## 621 1.12e-02 2.75e-02 -6.53e-02 1.04e-02 2.96e-02 2.14e-02 -1.11e-01
## 622 -8.78e-04 1.24e-03 8.14e-04 5.69e-04 7.87e-04 -2.37e-03 3.00e-03
## 623 8.57e-04 -2.48e-03 -3.41e-04 7.92e-04 -2.83e-03 3.30e-03 -6.09e-03
## 624 -9.96e-04 8.25e-03 -7.65e-03 -1.11e-02 5.07e-03 1.85e-02 -2.54e-02
## 625 -7.01e-03 -8.80e-03 9.60e-03 2.34e-02 -5.22e-02 5.88e-02 -8.20e-02
## 626 -1.02e-02 -8.17e-04 1.04e-02 -1.77e-02 6.27e-03 1.82e-02 -2.85e-02
## 627 7.29e-02 7.61e-03 -7.17e-02 -1.61e-04 7.90e-03 -5.77e-02 1.24e-01
## 628 -1.37e-03 2.04e-03 1.26e-03 4.89e-04 4.65e-04 -1.72e-03 3.72e-03
## 629 -1.89e-03 8.12e-03 -1.32e-02 -7.10e-03 1.97e-02 1.08e-03 -3.27e-02
## 630 -1.12e-02 2.65e-02 -2.40e-02 -4.07e-02 3.45e-02 5.84e-02 -9.02e-02
## 631 -7.32e-04 1.81e-02 -2.09e-02 -6.76e-03 1.29e-02 2.09e-02 -4.17e-02
## 632 -1.06e-02 1.04e-02 2.18e-03 6.10e-03 -1.41e-03 9.12e-03 -2.14e-02
## 633 -1.86e-02 -3.16e-04 1.69e-02 -9.19e-03 -7.75e-03 3.94e-02 -4.97e-02
## 634 -1.23e-03 6.15e-04 9.43e-04 4.77e-05 -3.58e-04 1.39e-03 -2.07e-03
## 635 -1.03e-03 6.66e-03 6.48e-04 6.49e-03 -4.75e-03 -3.79e-03 1.33e-02
## 636 2.30e-03 -1.39e-02 1.47e-02 -8.34e-03 2.79e-03 -1.93e-02 3.87e-02
## 637 1.10e-02 -8.72e-03 -4.62e-03 -1.21e-03 -7.11e-03 5.95e-04 1.36e-02
## 638 8.34e-03 -9.87e-03 1.38e-02 -9.55e-03 -1.70e-02 -1.30e-03 4.88e-02
## 639 -5.90e-02 2.70e-02 4.11e-02 -1.08e-02 3.15e-02 1.24e-02 -6.78e-02
## 640 1.95e-03 -2.40e-03 1.89e-03 1.14e-03 -1.77e-03 -6.17e-03 9.65e-03
## 641 -1.01e-02 3.21e-03 6.41e-03 -5.70e-03 5.31e-03 9.56e-03 -1.77e-02
## 642 -8.72e-03 -9.72e-03 -5.35e-04 9.18e-03 -1.65e-02 4.65e-02 -7.05e-02
## 643 1.66e-02 4.66e-03 -3.64e-02 6.62e-03 -1.40e-02 4.23e-02 -6.69e-02
## 644 -6.23e-03 5.01e-03 3.27e-03 2.89e-03 2.05e-03 -1.79e-03 -7.43e-03
## 645 -3.15e-02 6.29e-03 2.81e-02 2.17e-02 -1.54e-02 1.53e-02 -4.92e-02
## 646 -2.94e-03 9.62e-04 6.78e-04 -2.98e-03 1.05e-03 7.80e-03 -1.05e-02
## 647 6.03e-03 -5.38e-03 -3.26e-03 -1.05e-03 -2.70e-03 1.34e-03 7.12e-03
## 648 7.19e-03 5.29e-03 -8.12e-03 1.97e-02 -1.26e-02 -1.09e-02 2.62e-02
## 649 -3.92e-02 3.33e-02 1.89e-02 5.27e-03 8.07e-03 1.65e-02 -5.37e-02
## 650 -7.52e-02 4.88e-02 4.29e-02 2.45e-02 3.08e-03 3.06e-02 -1.02e-01
## 651 -2.56e-03 2.70e-03 -6.88e-05 1.13e-03 1.27e-03 1.05e-03 -5.31e-03
## 652 -2.16e-04 1.68e-03 -2.20e-03 -6.79e-04 2.10e-03 1.05e-03 -4.82e-03
## 653 -1.99e-02 3.22e-02 1.02e-02 8.88e-03 4.04e-03 -7.63e-03 3.90e-02
## 654 -8.93e-03 1.71e-03 7.12e-03 8.24e-04 -3.76e-03 1.16e-02 -1.91e-02
## 655 -1.37e-02 9.30e-03 4.42e-03 2.80e-03 4.99e-03 7.44e-03 -2.27e-02
## 656 -4.10e-02 -2.77e-03 4.78e-02 5.56e-03 -1.73e-02 2.94e-02 -6.63e-02
## 657 -4.31e-02 4.91e-02 -4.69e-03 -4.77e-02 6.33e-02 4.67e-02 -1.07e-01
## 658 8.44e-03 3.04e-03 -2.31e-02 2.57e-03 -1.24e-02 3.91e-02 -5.67e-02
## 659 -2.75e-03 3.54e-03 -2.32e-03 9.61e-04 2.68e-03 3.23e-03 -1.09e-02
## 660 -1.19e-02 -1.02e-02 9.50e-03 -3.06e-02 8.42e-03 4.41e-02 -6.29e-02
## 661 -5.67e-04 2.31e-02 -2.71e-02 1.62e-02 -1.53e-02 4.31e-02 -7.41e-02
## 662 1.84e-02 -1.53e-02 -9.75e-04 -5.87e-03 -1.84e-02 5.15e-03 3.59e-02
## 663 -1.85e-02 1.29e-02 9.94e-03 2.94e-03 -7.57e-03 2.73e-02 -3.89e-02
## 664 -2.75e-03 9.01e-03 -8.01e-03 -1.20e-03 5.54e-03 6.87e-03 -2.44e-02
## 665 2.01e-03 2.06e-03 -2.22e-03 -4.88e-03 4.97e-03 -3.75e-03 9.36e-03
## 666 4.31e-02 -4.79e-02 6.77e-03 2.18e-02 -3.45e-02 -6.62e-02 1.13e-01
## 667 6.55e-04 7.51e-03 -7.96e-03 9.64e-05 -1.36e-03 1.13e-02 -1.76e-02
## 668 -2.53e-03 9.61e-04 1.12e-03 -2.18e-03 1.65e-03 3.89e-03 -5.86e-03
## 669 -7.54e-03 6.17e-03 -1.77e-03 -4.24e-03 1.11e-02 5.39e-03 -2.12e-02
## 670 6.46e-02 -4.19e-02 -4.24e-02 -2.34e-02 2.94e-03 -2.23e-02 8.10e-02
## 671 1.38e-02 -1.31e-02 -3.49e-03 4.78e-03 -8.08e-03 -1.18e-02 2.45e-02
## 672 -1.54e-02 5.30e-03 1.05e-03 -1.25e-03 1.67e-02 7.04e-03 -4.00e-02
## 673 -3.72e-04 1.11e-04 2.23e-04 1.75e-05 -7.01e-05 5.13e-04 -8.07e-04
## 674 2.53e-02 -5.93e-03 -2.83e-02 -5.57e-02 6.19e-02 -2.70e-02 8.59e-02
## 675 -1.56e-03 3.86e-03 -5.57e-03 -8.15e-03 2.74e-03 1.85e-02 -2.50e-02
## 676 -5.85e-04 4.36e-03 -6.61e-04 2.89e-03 -1.67e-03 -9.06e-04 6.58e-03
## 677 -1.83e-03 1.98e-03 -1.80e-03 -4.41e-03 4.52e-03 5.02e-03 -1.03e-02
## 678 -9.15e-04 5.62e-03 -9.19e-03 -8.04e-03 5.38e-03 1.87e-02 -2.82e-02
## 679 -8.61e-03 9.63e-03 -1.11e-04 2.19e-03 7.89e-03 -9.64e-04 -1.58e-02
## 680 -1.40e-02 1.02e-02 -2.37e-03 -9.81e-03 4.54e-03 3.68e-02 -5.72e-02
## 681 -3.80e-02 2.99e-02 1.56e-02 -1.09e-02 3.10e-02 8.53e-03 -5.04e-02
## 682 6.42e-03 1.02e-02 -1.02e-02 1.91e-03 -6.94e-03 9.01e-03 2.31e-02
## 683 -1.64e-02 1.63e-02 2.42e-03 -7.63e-03 1.10e-02 1.79e-02 -3.31e-02
## 684 -1.09e-02 4.86e-03 5.56e-03 1.32e-03 6.70e-03 -9.58e-06 -1.56e-02
## 685 1.60e-03 -1.57e-03 -3.60e-04 4.72e-04 -1.71e-03 -6.32e-05 2.43e-03
## 686 1.46e-02 -5.53e-03 -1.12e-02 1.82e-03 -5.26e-03 -4.90e-03 1.71e-02
## 687 1.71e-02 -1.08e-03 -9.70e-03 1.34e-03 -2.90e-03 -2.12e-02 3.82e-02
## 688 -1.09e-03 4.40e-04 3.99e-04 1.21e-04 8.64e-04 -1.88e-06 -1.93e-03
## 689 -9.51e-03 7.19e-03 2.76e-03 2.25e-03 7.23e-03 -1.43e-03 -1.41e-02
## 690 3.99e-02 -2.56e-02 -1.18e-02 1.78e-03 -2.74e-02 -1.93e-02 6.52e-02
## 691 5.54e-03 -4.42e-03 -1.38e-03 7.97e-04 -4.30e-03 -2.11e-03 9.07e-03
## 692 -3.81e-03 9.63e-03 1.76e-03 -2.28e-03 2.15e-02 -3.16e-02 4.00e-02
## 693 -1.09e-03 -2.53e-03 6.28e-03 8.22e-03 -6.48e-03 -8.72e-03 1.47e-02
## 694 -4.66e-03 2.50e-02 -1.85e-02 6.00e-04 1.46e-02 7.65e-03 -3.77e-02
## 695 -3.27e-03 1.88e-02 5.35e-03 -9.67e-03 -4.07e-03 5.29e-03 4.20e-02
## 696 1.39e-02 -5.30e-03 -4.54e-03 -7.36e-03 -4.27e-03 -5.55e-03 2.79e-02
## 697 -1.87e-03 -2.59e-03 3.23e-03 1.08e-03 -5.33e-03 6.27e-03 -1.12e-02
## 698 -3.33e-02 4.99e-02 1.22e-02 2.73e-02 5.24e-03 -1.37e-02 5.88e-02
## 699 1.27e-02 -1.71e-02 -8.39e-03 -8.70e-03 4.27e-03 7.88e-03 3.29e-02
## 700 7.99e-03 -6.80e-03 -7.81e-03 1.08e-03 8.45e-03 -1.09e-02 2.69e-02
## 701 -5.70e-04 -3.75e-03 3.65e-03 -3.72e-03 1.64e-03 -2.19e-04 7.82e-03
## 702 4.77e-03 5.50e-06 -6.38e-03 3.38e-03 4.01e-03 -8.38e-03 1.55e-02
## 703 2.53e-04 -3.04e-04 -8.35e-04 -1.02e-04 1.39e-03 -1.47e-03 -3.18e-03
## 704 -2.37e-02 5.61e-03 1.50e-02 5.18e-03 2.68e-02 -1.82e-02 4.62e-02
## 705 8.83e-05 1.39e-03 -1.13e-03 3.19e-03 -1.16e-03 -2.84e-03 -6.84e-03
## 706 -4.83e-04 -7.23e-03 3.83e-03 -1.54e-03 1.86e-03 4.54e-03 2.67e-02
## 707 2.11e-03 -6.68e-03 2.25e-03 -3.86e-03 -2.43e-03 6.43e-03 1.28e-02
## 708 -2.66e-03 -4.34e-03 5.33e-03 1.91e-03 -3.69e-04 -9.73e-04 1.06e-02
## 709 -1.13e-04 -1.71e-03 1.16e-03 -1.41e-03 1.08e-03 1.50e-04 4.47e-03
## 710 -1.12e-02 2.91e-03 2.90e-03 -3.99e-03 2.70e-02 -1.30e-02 3.70e-02
## 711 1.60e-03 4.01e-05 -1.60e-03 -1.21e-03 -1.89e-04 2.93e-04 -3.46e-03
## 712 8.74e-04 -1.25e-03 -5.72e-04 -2.35e-04 -1.77e-05 -2.14e-04 -1.98e-03
## 713 -1.97e-02 3.49e-03 1.15e-02 1.46e-02 1.22e-02 -6.38e-03 4.35e-02
## 714 -1.40e-04 -5.95e-04 1.39e-04 -6.42e-04 -2.13e-04 2.26e-03 2.75e-03
## 715 -1.65e-03 7.25e-03 9.48e-04 7.67e-03 -7.29e-04 -1.75e-02 -2.50e-02
## 716 -4.88e-03 -4.49e-03 7.87e-03 -3.08e-03 2.97e-03 1.83e-03 1.49e-02
## 717 1.79e-03 6.66e-03 -2.02e-03 -6.37e-03 -2.28e-03 1.79e-03 -2.41e-02
## 718 -1.52e-03 -3.60e-03 2.28e-03 -6.36e-03 8.19e-03 -5.95e-04 1.45e-02
## 719 -4.88e-03 -9.82e-03 9.65e-03 -2.48e-03 5.06e-03 7.85e-04 2.77e-02
## 720 -3.51e-03 -3.94e-03 5.85e-03 -2.02e-03 4.23e-03 -2.98e-03 1.12e-02
## 721 -9.55e-04 -1.08e-02 3.53e-03 -1.27e-02 2.36e-02 -1.28e-02 4.10e-02
## 722 -5.65e-03 -1.97e-02 2.39e-02 5.11e-03 -1.80e-02 6.86e-03 3.79e-02
## 723 6.15e-04 3.53e-03 1.82e-03 1.04e-02 -1.05e-02 -8.12e-03 -2.05e-02
## 724 9.23e-04 5.27e-03 -4.79e-03 2.18e-03 3.15e-04 -2.04e-03 -1.14e-02
## 725 9.25e-03 -1.16e-02 -9.36e-03 1.80e-02 -1.67e-03 -1.25e-02 3.68e-02
## 726 -9.84e-03 1.27e-02 6.44e-03 9.03e-03 -1.46e-03 -4.57e-03 1.81e-02
## 727 -3.57e-02 3.32e-02 -1.24e-02 1.24e-01 2.29e-02 -9.25e-02 1.79e-01
## 728 -3.75e-03 -3.63e-03 3.45e-03 -2.99e-03 4.59e-03 5.07e-03 1.57e-02
## 729 -2.50e-03 3.55e-03 8.52e-04 -1.92e-03 3.73e-03 -2.58e-03 -6.35e-03
## 730 -7.51e-03 -3.29e-03 1.11e-02 1.32e-03 2.59e-03 -5.47e-03 1.48e-02
## 731 8.76e-03 -4.70e-03 -7.51e-03 -6.41e-03 5.98e-03 -1.79e-03 1.92e-02
## 732 3.59e-03 -4.44e-03 -1.64e-03 8.52e-03 -8.10e-03 -2.74e-03 -1.25e-02
## 733 3.32e-03 -5.26e-03 -8.91e-04 -4.53e-03 1.26e-03 3.55e-03 1.16e-02
## 734 3.80e-03 -5.50e-03 -7.16e-03 -8.25e-03 2.45e-03 2.33e-02 3.31e-02
## 735 3.36e-04 9.11e-04 -1.02e-03 -6.12e-05 4.12e-05 4.58e-04 -1.63e-03
## 736 -1.56e-03 3.34e-03 -4.75e-04 1.36e-03 1.64e-03 -1.10e-03 4.58e-03
## 737 -1.18e-02 -8.71e-03 2.16e-02 1.29e-02 -4.21e-03 -1.50e-02 3.25e-02
## 738 3.74e-04 -1.85e-02 1.61e-02 -6.96e-03 -8.88e-03 8.62e-03 3.53e-02
## 739 -1.32e-04 7.11e-04 1.14e-04 -4.60e-03 4.96e-03 -5.69e-04 9.54e-03
## 740 1.74e-02 -3.79e-02 -1.93e-03 -1.80e-02 -1.91e-02 5.32e-02 6.95e-02
## 741 -5.13e-04 -3.83e-03 2.28e-03 -2.05e-03 -1.08e-03 6.06e-03 9.85e-03
## 742 6.82e-03 3.36e-03 -3.18e-03 -4.77e-03 -1.80e-02 2.96e-02 4.08e-02
## 743 -4.06e-02 2.88e-02 1.92e-02 -6.85e-04 3.39e-02 -1.34e-02 -5.30e-02
## 744 2.80e-05 2.27e-02 -1.24e-02 -1.03e-02 5.13e-03 1.04e-02 -3.64e-02
## 745 3.26e-03 -9.33e-03 7.16e-04 4.33e-03 -1.20e-02 1.94e-02 3.41e-02
## 746 -2.89e-03 -1.33e-02 9.26e-03 -8.35e-03 1.74e-02 -1.42e-02 3.85e-02
## 747 2.40e-03 2.61e-03 -3.99e-03 -3.68e-03 1.22e-03 1.47e-03 -8.62e-03
## 748 -7.86e-03 5.61e-02 -2.82e-02 -1.37e-02 -2.00e-03 5.66e-02 -9.48e-02
## 749 3.53e-03 -4.17e-02 1.68e-02 -1.47e-02 -1.66e-03 2.16e-02 6.87e-02
## 750 -4.14e-03 8.52e-03 -4.78e-04 7.82e-03 8.86e-04 -3.09e-03 1.56e-02
## 751 1.94e-02 8.45e-03 -2.57e-02 1.96e-03 -5.20e-03 -4.25e-03 -3.79e-02
## 752 -2.07e-03 -6.94e-04 2.94e-03 -1.51e-03 9.36e-04 1.60e-03 5.77e-03
## 753 7.32e-05 1.02e-03 -1.17e-03 9.03e-04 5.16e-04 -9.29e-04 -2.51e-03
## 754 -5.66e-03 1.77e-02 1.61e-03 9.79e-03 -7.62e-03 1.41e-03 2.75e-02
## 755 -3.31e-02 -2.08e-02 3.98e-02 -1.94e-02 2.07e-02 2.53e-02 8.11e-02
## 756 8.29e-03 -2.92e-02 7.48e-03 -7.72e-03 -7.51e-04 3.62e-03 4.49e-02
## 757 3.56e-03 3.20e-03 -6.90e-03 5.68e-04 -2.21e-03 3.81e-03 -1.20e-02
## 758 -2.46e-02 3.63e-02 6.27e-03 2.66e-02 -3.35e-03 3.99e-03 5.07e-02
## 759 2.34e-03 -3.25e-02 1.87e-02 -2.21e-02 2.44e-02 -2.94e-02 6.36e-02
## 760 -2.35e-03 -3.07e-02 2.67e-02 -2.42e-03 -2.21e-02 2.03e-02 5.27e-02
## 761 -8.61e-04 4.69e-04 8.94e-04 5.03e-04 1.10e-04 -2.78e-04 2.21e-03
## 762 3.31e-03 -4.23e-03 -3.86e-03 8.25e-03 -7.53e-03 2.22e-03 -1.51e-02
## 763 3.38e-03 -1.40e-02 6.75e-03 -1.01e-02 -7.20e-03 1.73e-02 2.74e-02
## 764 7.73e-03 -2.16e-02 1.82e-03 -1.99e-02 6.63e-03 1.35e-02 3.71e-02
## 765 7.60e-04 -1.27e-03 -4.76e-04 -1.27e-03 -1.48e-04 2.56e-03 3.40e-03
## 766 -6.19e-03 -3.32e-03 7.98e-03 -1.14e-03 5.35e-03 -3.50e-03 1.36e-02
## 767 -1.73e-03 1.74e-02 -5.20e-03 7.58e-03 -5.29e-04 -1.47e-02 -3.63e-02
## 768 -2.04e-03 -5.01e-03 1.11e-03 -1.38e-02 2.44e-02 -1.12e-02 3.31e-02
## 769 -2.48e-03 5.64e-03 1.02e-03 4.14e-03 -3.77e-04 -3.37e-03 9.58e-03
## 770 1.65e-03 -3.07e-03 -1.37e-03 -1.11e-03 7.71e-04 2.43e-03 6.83e-03
## 771 5.37e-03 -8.16e-04 -3.26e-03 2.36e-02 -3.24e-02 2.37e-02 4.58e-02
## 772 9.45e-04 -4.66e-03 8.51e-04 8.03e-04 -1.09e-03 1.98e-03 9.28e-03
## 773 -1.39e-02 3.93e-02 4.22e-04 -1.36e-04 4.71e-03 1.29e-03 4.58e-02
## 774 -4.37e-03 1.16e-02 3.52e-03 -9.12e-03 4.10e-03 3.83e-03 2.35e-02
## 775 8.46e-02 -7.34e-02 -4.93e-02 7.41e-02 -4.11e-02 -9.17e-02 1.60e-01
## 776 2.38e-02 -2.12e-02 -1.05e-02 -7.77e-03 -4.77e-03 -6.32e-03 3.08e-02
## 777 1.33e-02 1.04e-02 -2.27e-02 1.02e-02 -8.33e-03 -2.69e-03 -3.98e-02
## 778 -2.40e-04 3.96e-03 -3.46e-03 -5.52e-03 1.64e-02 -1.15e-02 2.39e-02
## 779 2.42e-02 -1.25e-03 -2.52e-02 -3.88e-03 -2.85e-04 -4.14e-03 2.97e-02
## 780 2.71e-02 -7.30e-03 1.58e-04 2.60e-02 -1.69e-02 -7.49e-02 1.07e-01
## 781 -3.05e-03 1.84e-03 2.54e-03 5.50e-04 -4.99e-04 1.08e-03 -4.23e-03
## 782 5.19e-04 -1.78e-04 -3.73e-04 -2.11e-04 -1.47e-04 1.33e-04 6.77e-04
## 783 -1.26e-01 8.64e-02 1.03e-01 -2.44e-02 1.84e-03 7.92e-02 -1.75e-01
## 784 -1.64e-02 -2.64e-04 1.53e-02 -1.44e-03 2.07e-03 7.90e-03 -2.57e-02
## 785 1.02e-02 -6.62e-03 -6.26e-03 -3.37e-03 -7.86e-03 1.13e-02 1.66e-02
## 786 -2.54e-02 4.52e-02 2.39e-02 9.90e-02 -3.04e-02 -9.73e-02 1.39e-01
## 787 -3.57e-02 1.90e-02 3.54e-02 -2.51e-02 9.95e-03 1.92e-02 -5.72e-02
## 788 -2.18e-04 3.61e-04 -5.12e-04 -1.25e-04 1.71e-03 -1.67e-03 -2.62e-03
## 789 -1.52e-03 -3.69e-03 3.70e-03 -2.87e-03 5.29e-04 7.99e-04 -7.48e-03
## 790 8.44e-03 4.78e-03 -1.02e-02 2.05e-04 -3.92e-03 3.35e-03 1.61e-02
## 791 2.95e-02 -1.58e-02 -2.20e-02 -5.10e-03 -1.19e-02 1.10e-02 3.55e-02
## 792 2.32e-03 -1.08e-03 -1.83e-03 3.46e-03 -2.93e-03 1.68e-04 6.77e-03
## 793 5.23e-03 3.36e-03 -3.33e-03 -3.58e-03 -2.63e-03 1.38e-03 1.65e-02
## 794 1.59e-03 -1.38e-02 1.16e-03 -4.86e-02 3.47e-02 8.28e-03 -5.33e-02
## 795 5.06e-03 2.19e-02 -1.40e-02 1.10e-02 -3.88e-03 -6.12e-03 3.50e-02
## 796 -7.39e-03 6.31e-04 2.50e-02 -1.83e-02 2.37e-02 -6.59e-02 -9.26e-02
## 797 3.29e-03 1.12e-03 -2.82e-03 7.76e-03 4.62e-03 -2.01e-02 2.50e-02
## 798 -8.40e-03 -6.58e-03 1.28e-02 1.84e-02 -9.53e-03 -4.75e-03 2.76e-02
## 799 3.91e-03 -2.34e-03 -5.35e-03 -8.74e-04 -4.66e-04 3.49e-03 -9.32e-03
## 800 -1.11e-02 8.73e-03 7.28e-03 9.97e-03 4.26e-03 -1.08e-02 1.83e-02
## 801 -3.20e-03 1.57e-03 3.46e-03 1.69e-03 -3.81e-04 -3.74e-04 5.92e-03
## 802 -1.49e-04 8.48e-04 -2.61e-04 -5.19e-04 5.20e-04 -1.20e-04 -1.48e-03
## 803 -4.99e-03 5.60e-02 -5.56e-02 4.18e-03 5.07e-02 -8.61e-03 -1.06e-01
## 804 -1.24e-02 -1.01e-02 2.38e-02 3.27e-02 -2.26e-02 -1.03e-02 4.70e-02
## 805 1.51e-02 4.80e-04 -9.25e-03 -2.36e-02 9.06e-03 -1.64e-02 -5.37e-02
## 806 2.39e-04 -8.87e-03 6.21e-03 3.15e-02 -3.01e-02 4.45e-03 3.83e-02
## 807 3.74e-03 3.56e-03 -6.62e-03 -6.45e-03 3.78e-03 1.80e-03 -1.23e-02
## 808 -6.50e-03 8.21e-03 3.35e-03 3.16e-03 1.73e-03 -1.78e-03 9.90e-03
## 809 -3.40e-02 1.34e-02 1.77e-02 4.46e-02 -1.13e-02 1.44e-02 7.42e-02
## 810 4.89e-03 9.62e-04 -6.65e-03 -1.27e-03 -1.50e-03 3.96e-03 -8.27e-03
## 811 -1.09e-02 6.65e-03 2.10e-03 -5.69e-03 2.36e-02 -7.27e-03 3.02e-02
## 812 2.70e-02 3.43e-02 -3.62e-02 -9.52e-02 4.60e-02 5.60e-03 -1.47e-01
## 813 -2.14e-03 -1.60e-02 1.03e-02 6.97e-03 -1.82e-03 -5.72e-03 3.02e-02
## 814 -7.54e-04 -6.25e-04 1.26e-03 -3.47e-04 6.97e-05 5.59e-04 2.05e-03
## 815 -9.95e-03 -3.78e-03 1.54e-02 3.22e-03 -1.38e-03 -3.77e-03 1.74e-02
## 816 -1.05e-02 -6.32e-04 1.17e-02 8.28e-03 4.87e-03 -1.37e-02 2.14e-02
## 817 -8.98e-03 9.85e-03 4.73e-03 -4.68e-03 1.31e-02 -6.77e-03 1.78e-02
## 818 -5.22e-03 -2.00e-04 5.45e-03 5.63e-04 3.70e-03 -2.54e-03 1.00e-02
## 819 -1.11e-02 1.40e-02 8.33e-03 5.91e-03 -2.51e-04 -3.78e-03 2.03e-02
## 820 1.29e-03 -6.24e-03 3.74e-03 2.07e-03 -2.16e-03 -3.91e-03 1.29e-02
## 821 8.38e-03 -2.05e-02 6.71e-03 1.05e-02 -1.32e-02 -1.03e-02 3.21e-02
## 822 -2.42e-02 5.41e-02 -2.73e-03 9.76e-02 -6.26e-02 1.69e-02 1.22e-01
## 823 -1.53e-03 2.66e-04 2.30e-03 -2.78e-03 2.10e-03 -1.27e-04 4.79e-03
## 824 -1.07e-02 3.57e-03 1.57e-02 -5.68e-02 4.76e-02 -1.82e-02 -7.21e-02
## 825 1.21e-02 -7.79e-03 -4.06e-03 -1.64e-02 -1.26e-02 2.18e-02 -3.42e-02
## 826 8.27e-03 -8.30e-03 -4.21e-04 -2.70e-02 9.34e-03 -9.11e-05 -3.45e-02
## 827 -2.00e-02 2.63e-02 4.72e-03 1.84e-02 6.02e-03 -6.71e-03 3.40e-02
## 828 -1.45e-02 1.37e-02 8.41e-03 1.57e-02 1.90e-03 -1.02e-02 2.50e-02
## 829 -7.58e-04 1.77e-03 -7.20e-04 -5.11e-04 2.36e-05 2.60e-03 -4.08e-03
## 830 5.79e-03 5.07e-03 -1.07e-02 1.02e-03 -1.67e-03 2.18e-03 -1.62e-02
## 831 2.13e-03 -2.20e-04 -2.32e-03 -4.82e-04 -1.16e-03 9.77e-04 -4.58e-03
## 832 -3.06e-04 1.92e-03 4.23e-03 -1.43e-02 -3.94e-03 1.08e-02 -3.07e-02
## 833 -2.18e-04 1.11e-03 -4.25e-04 -3.42e-03 2.67e-03 1.09e-04 -4.45e-03
## 834 -2.67e-04 -7.26e-04 8.53e-04 5.98e-04 -9.71e-04 5.95e-04 1.84e-03
## 835 -1.08e-02 -2.13e-02 2.92e-02 -1.05e-02 -2.03e-02 4.18e-02 6.37e-02
## 836 -2.49e-03 1.99e-03 3.94e-03 -1.28e-02 7.91e-03 3.62e-03 1.83e-02
## 837 1.19e-03 -6.34e-03 6.62e-05 -2.21e-03 -1.42e-03 1.01e-02 1.59e-02
## 838 -5.16e-05 -4.26e-03 3.46e-03 -2.78e-03 -2.93e-03 6.28e-03 9.79e-03
## 839 -4.63e-03 2.53e-03 2.24e-03 -1.60e-04 6.99e-03 -2.46e-03 1.39e-02
## 840 -6.97e-03 5.03e-04 7.75e-03 1.23e-02 -2.20e-03 -1.01e-02 1.64e-02
## 841 -3.41e-04 -4.82e-04 7.78e-04 -7.00e-07 1.58e-04 -4.65e-04 1.33e-03
## 842 1.86e-05 6.06e-05 -3.45e-05 3.53e-05 -1.31e-05 -9.22e-05 -1.92e-04
## 843 -5.12e-03 5.96e-03 3.49e-03 -4.65e-03 4.92e-03 1.06e-03 9.89e-03
## 844 -1.20e-02 7.19e-03 8.53e-03 5.90e-03 1.58e-03 2.40e-03 1.93e-02
## 845 -5.19e-02 3.58e-02 5.34e-02 -1.01e-01 1.13e-01 -7.88e-02 -1.75e-01
## 846 -6.90e-03 -7.80e-03 1.56e-02 1.89e-02 -5.84e-03 -2.19e-02 3.43e-02
## 847 -4.14e-03 -9.77e-03 7.79e-03 9.07e-03 9.09e-03 -2.00e-02 3.79e-02
## 848 1.91e-02 1.11e-02 -3.15e-02 2.51e-03 -3.50e-03 4.12e-03 -4.13e-02
## 849 1.03e-03 -7.72e-03 1.08e-02 -2.89e-03 -1.10e-02 7.09e-03 2.85e-02
## 850 -5.22e-03 3.97e-04 4.72e-03 2.54e-03 -5.48e-04 2.90e-03 9.03e-03
## 851 -7.77e-03 2.55e-03 6.44e-03 4.00e-03 6.72e-03 -9.20e-03 1.59e-02
## 852 1.27e-02 -1.78e-03 -1.79e-02 -1.85e-02 1.11e-02 9.39e-03 -2.77e-02
## 853 2.66e-03 -3.74e-03 -4.28e-04 2.85e-03 -5.84e-03 3.27e-03 6.91e-03
## 854 -1.94e-03 -1.08e-02 5.88e-03 -5.37e-02 3.61e-02 5.12e-03 -6.17e-02
## 855 -1.57e-02 -8.01e-03 2.47e-02 3.56e-02 -1.35e-02 -2.69e-02 4.94e-02
## 856 -2.34e-03 1.29e-03 2.35e-03 -2.25e-03 3.50e-03 -1.51e-03 6.08e-03
## 857 8.12e-04 -4.38e-04 -5.71e-04 -9.30e-05 -1.07e-03 9.81e-04 -1.85e-03
## 858 -2.56e-02 4.28e-02 1.09e-02 -2.31e-03 1.57e-02 -6.24e-03 4.91e-02
## 859 7.20e-04 -2.41e-03 6.44e-04 1.40e-03 -2.72e-03 4.47e-04 -4.21e-03
## 860 8.87e-03 -1.04e-02 -5.93e-03 4.74e-03 -6.39e-03 -1.17e-03 -1.55e-02
## 861 -5.70e-03 4.36e-03 6.29e-03 -8.14e-03 6.68e-03 1.49e-03 1.70e-02
## 862 2.10e-03 -2.63e-03 -1.24e-03 3.06e-04 -1.81e-03 1.25e-03 -3.57e-03
## 863 -2.51e-03 9.05e-03 -9.05e-04 -5.45e-03 1.13e-02 -8.50e-03 1.74e-02
## 864 -1.95e-05 4.68e-06 1.66e-05 -4.32e-05 4.61e-05 6.15e-06 6.76e-05
## 865 1.50e-03 -9.28e-04 -1.35e-03 -2.52e-04 -5.59e-04 4.92e-04 -2.05e-03
## 866 -5.55e-04 2.99e-04 3.19e-04 -3.37e-04 7.07e-04 1.11e-04 1.16e-03
## 867 -8.32e-03 1.74e-02 9.54e-04 -1.33e-02 1.94e-02 -5.03e-03 2.71e-02
## 868 -2.90e-03 4.00e-04 8.92e-04 -1.28e-02 1.50e-02 1.13e-03 2.02e-02
## 869 -4.82e-03 5.66e-03 2.41e-03 -2.30e-03 5.37e-03 -1.32e-03 8.01e-03
## 870 -3.31e-02 2.35e-02 1.75e-02 -2.79e-02 5.13e-02 -7.26e-03 5.90e-02
## 871 -1.95e-03 2.15e-03 1.72e-03 -8.14e-04 1.11e-03 -4.28e-04 3.66e-03
## 872 2.13e-02 1.53e-02 -3.47e-02 1.31e-02 -7.37e-03 -9.44e-03 -5.35e-02
## 873 -4.72e-03 1.67e-02 5.68e-03 -1.43e-02 2.90e-04 9.89e-03 3.80e-02
## 874 -3.44e-03 6.40e-03 2.28e-03 -4.86e-03 3.17e-03 2.13e-03 1.12e-02
## 875 9.18e-03 -2.91e-03 -2.42e-03 -1.33e-02 -7.86e-03 1.64e-02 2.74e-02
## 876 7.18e-04 1.01e-03 -8.16e-04 5.49e-03 -5.73e-03 1.24e-04 -7.97e-03
## 877 2.63e-03 6.55e-03 2.10e-03 -1.07e-02 -2.50e-03 3.86e-03 2.86e-02
## 878 -1.74e-03 -2.94e-03 7.60e-03 -1.77e-02 6.92e-03 5.96e-03 2.43e-02
## 879 2.88e-02 -6.28e-03 -1.60e-02 -2.83e-02 -1.16e-02 2.37e-02 5.66e-02
## 880 5.53e-03 -3.21e-03 -2.90e-03 8.71e-03 -1.12e-02 -1.42e-03 -1.42e-02
## 881 9.16e-04 6.58e-03 -1.52e-03 -5.05e-03 -1.72e-04 4.05e-03 1.42e-02
## 882 -1.22e-02 7.63e-03 1.18e-02 3.44e-02 -3.10e-02 3.74e-03 -4.46e-02
## 883 -1.17e-03 1.93e-03 2.08e-03 -2.46e-03 -4.27e-04 1.93e-03 6.62e-03
## 884 -2.30e-04 1.64e-03 -3.07e-04 -1.72e-04 6.66e-05 2.75e-04 2.17e-03
## 885 -3.18e-03 4.41e-03 1.06e-03 -5.15e-03 7.55e-03 -1.56e-03 9.37e-03
## 886 -2.91e-03 -2.65e-02 1.36e-02 1.10e-02 -6.11e-03 -8.83e-03 -3.98e-02
## 887 1.08e-02 8.25e-03 -1.49e-02 -2.02e-02 6.35e-03 1.76e-02 3.34e-02
## 888 1.72e-03 2.19e-02 -6.87e-03 -2.16e-02 1.38e-02 2.93e-03 4.33e-02
## 889 1.68e-02 1.46e-03 -9.78e-03 -1.40e-02 -2.71e-03 9.99e-04 3.79e-02
## 890 -1.18e-02 4.00e-03 8.68e-03 2.22e-03 1.23e-02 -1.13e-02 2.02e-02
## 891 8.80e-04 -3.10e-03 -4.86e-04 2.76e-03 -1.85e-03 -5.91e-04 -6.70e-03
## 892 1.32e-05 -2.52e-05 7.20e-06 -1.40e-04 8.42e-05 4.89e-05 1.88e-04
## 893 -1.69e-02 9.59e-03 1.53e-02 -2.63e-03 7.59e-03 -3.47e-04 2.13e-02
## 894 -8.80e-03 8.93e-03 5.41e-03 -1.17e-02 1.05e-02 5.92e-03 1.86e-02
## 895 -5.06e-02 4.47e-02 2.06e-02 -1.37e-02 4.56e-02 1.40e-02 7.57e-02
## 896 9.33e-03 -1.12e-02 -5.45e-03 9.16e-03 -1.11e-02 -2.76e-04 -1.74e-02
## 897 1.31e-02 -1.93e-02 -2.89e-03 2.43e-02 -2.82e-02 -4.96e-03 -3.74e-02
## 898 1.14e-02 -1.41e-02 -2.42e-03 -1.67e-03 -2.41e-03 -7.87e-03 1.99e-02
## 899 -2.96e-03 -1.48e-03 2.42e-03 -2.49e-03 5.24e-04 5.22e-03 -1.04e-02
## 900 -1.07e-02 -3.11e-02 4.65e-02 -6.94e-02 -1.63e-02 6.74e-02 -1.15e-01
## 901 -3.70e-03 3.45e-03 2.50e-03 2.75e-03 -3.93e-03 3.73e-03 -9.58e-03
## 902 2.05e-02 -1.61e-02 -3.30e-03 4.37e-03 -1.55e-02 -1.41e-02 3.99e-02
## 903 1.00e-02 2.49e-03 -1.08e-02 1.86e-02 -1.03e-02 -1.04e-02 2.85e-02
## 904 7.27e-04 3.78e-04 -1.70e-03 2.55e-04 1.15e-04 1.51e-04 -3.42e-03
## 905 -7.64e-03 -1.09e-02 3.37e-02 -5.32e-02 -3.73e-03 2.60e-02 -8.46e-02
## 906 -1.49e-03 6.59e-04 1.07e-03 1.68e-04 7.47e-04 -3.38e-04 -1.68e-03
## 907 3.36e-02 -2.56e-02 -1.76e-02 7.64e-03 -1.41e-02 -2.02e-02 4.54e-02
## 908 2.69e-02 -1.34e-02 -2.01e-02 -2.31e-02 6.23e-04 1.42e-02 3.69e-02
## 909 -4.44e-03 2.55e-03 2.99e-03 1.25e-03 2.61e-03 -3.65e-03 -6.90e-03
## 910 -1.56e-02 1.22e-02 8.68e-03 1.30e-02 2.38e-03 -9.87e-03 -2.25e-02
## 911 1.06e-02 -8.17e-03 -4.21e-03 6.17e-03 -6.08e-03 -9.13e-03 2.13e-02
## 912 -8.74e-02 3.10e-02 1.27e-01 -1.12e-01 3.67e-02 3.16e-03 -2.20e-01
## 913 -3.95e-02 -2.64e-02 1.11e-01 -1.07e-02 -8.34e-02 2.24e-02 -1.79e-01
## 914 1.06e-02 -7.86e-03 -2.82e-03 2.80e-03 -1.18e-02 -1.66e-04 1.67e-02
## 915 -2.68e-02 9.89e-03 1.86e-02 -2.60e-03 2.16e-02 -1.01e-02 -3.42e-02
## 916 -1.94e-02 -4.87e-02 3.80e-02 -3.80e-02 3.13e-02 3.34e-04 -9.09e-02
## 917 -2.18e-02 2.22e-02 5.47e-03 -8.75e-03 2.76e-02 -8.06e-03 -3.66e-02
## 918 -4.19e-03 -2.78e-02 6.51e-03 4.41e-03 6.77e-03 -1.97e-03 -5.38e-02
## 919 -2.42e-02 2.87e-02 -4.13e-04 -8.16e-03 3.49e-02 -4.75e-03 -4.49e-02
## 920 -1.07e-01 6.38e-02 7.52e-02 -2.58e-03 5.53e-02 -1.33e-02 -1.13e-01
## 921 -9.21e-02 5.48e-02 5.28e-02 7.49e-03 8.82e-02 -7.65e-02 -1.32e-01
## 922 1.34e-02 6.96e-03 -1.44e-02 8.40e-03 -1.38e-02 5.64e-03 3.09e-02
## 923 -4.02e-03 -3.06e-02 1.72e-02 -5.92e-02 5.68e-02 -3.02e-02 -9.18e-02
## 924 -3.93e-02 2.62e-02 2.11e-02 1.60e-03 1.61e-02 1.06e-02 -4.82e-02
## 925 -3.30e-02 7.26e-03 2.51e-02 8.44e-03 1.80e-02 -1.74e-02 -4.70e-02
## 926 -2.50e-02 2.18e-04 2.53e-02 4.97e-04 1.69e-04 1.02e-02 -3.51e-02
## 927 5.72e-03 6.48e-03 -7.35e-03 -6.10e-03 -1.11e-03 6.55e-03 1.70e-02
## 928 2.80e-02 5.27e-04 -3.20e-02 -2.30e-02 1.37e-02 3.69e-03 4.26e-02
## 929 -9.31e-03 -1.45e-02 9.77e-03 -8.79e-03 1.69e-02 -4.85e-03 -3.87e-02
## 930 -5.31e-02 -1.09e-02 8.26e-02 -5.05e-02 7.65e-03 2.23e-02 -1.08e-01
## 931 -1.15e-02 5.77e-03 7.90e-03 -6.46e-03 1.36e-02 -5.79e-03 -1.71e-02
## 932 -2.26e-02 2.03e-02 9.00e-03 6.82e-03 9.96e-03 -1.86e-03 -2.94e-02
## 933 4.73e-03 -2.26e-02 1.09e-03 -3.42e-03 2.12e-03 1.91e-03 -3.05e-02
## 934 -9.67e-03 1.47e-02 -1.55e-02 5.68e-03 3.89e-02 -2.90e-02 -6.05e-02
## 935 -4.70e-02 2.85e-02 2.85e-02 5.14e-03 2.66e-02 -9.24e-03 -5.20e-02
## 936 -5.08e-03 -2.95e-02 1.44e-02 -1.85e-02 1.79e-02 -3.23e-03 -5.00e-02
## 937 -1.01e-02 -2.60e-02 7.71e-03 1.14e-02 1.17e-02 -8.89e-03 -6.64e-02
## 938 -1.77e-02 -1.54e-02 2.49e-02 2.05e-02 -8.39e-03 -1.55e-02 -5.04e-02
## 939 -2.47e-02 1.67e-03 1.94e-02 -2.43e-02 2.29e-02 1.78e-02 -4.55e-02
## 940 -2.51e-02 7.52e-03 1.33e-02 -5.22e-03 2.77e-02 -1.04e-02 -4.32e-02
## 941 -1.06e-02 2.38e-02 -2.79e-03 -2.74e-02 3.84e-02 -8.06e-03 4.44e-02
## 942 -5.28e-03 6.33e-03 1.79e-03 -3.54e-03 8.72e-03 -3.67e-03 9.87e-03
## 943 -4.65e-03 4.95e-03 1.44e-03 -6.84e-03 1.12e-02 -3.00e-03 1.18e-02
## 944 -1.68e-02 3.14e-02 3.97e-03 -1.58e-03 1.41e-02 -6.25e-03 3.43e-02
## 945 3.00e-02 -1.34e-02 -1.85e-02 2.78e-02 -5.37e-02 1.31e-02 -6.34e-02
## 946 -7.19e-03 1.23e-02 3.92e-04 -3.80e-02 4.67e-02 -1.52e-02 5.33e-02
## 947 -4.67e-02 3.70e-02 3.44e-02 -4.61e-02 5.75e-02 -4.08e-03 7.76e-02
## 948 -2.43e-02 3.77e-02 4.80e-03 -1.46e-02 4.17e-02 -2.11e-02 5.16e-02
## 949 -1.58e-03 1.79e-03 7.75e-04 -1.39e-03 3.04e-03 -1.76e-03 3.60e-03
## 950 6.10e-03 -8.29e-03 5.24e-04 1.01e-02 -2.13e-02 9.62e-03 -2.21e-02
## 951 -4.18e-03 5.00e-03 1.62e-03 -4.45e-03 7.96e-03 -2.52e-03 9.13e-03
## 952 -6.16e-03 9.74e-03 1.81e-03 -4.65e-03 1.01e-02 -4.40e-03 1.34e-02
## 953 -2.09e-02 2.98e-02 3.48e-03 -2.54e-02 4.53e-02 -1.16e-02 5.00e-02
## 954 7.33e-03 -1.10e-02 -1.95e-03 7.96e-03 -1.56e-02 6.97e-03 -1.86e-02
## 955 -2.77e-03 -1.17e-02 1.56e-02 2.21e-02 -1.68e-02 -1.37e-02 3.88e-02
## 956 8.20e-03 1.68e-02 -1.36e-02 3.84e-03 -4.86e-03 -1.39e-03 3.07e-02
## 957 1.85e-02 -1.29e-02 -1.23e-02 -9.40e-04 1.74e-03 -1.33e-02 2.87e-02
## 958 -7.12e-03 -1.93e-02 3.09e-02 -1.48e-04 -9.93e-03 -1.28e-02 4.66e-02
## 959 7.25e-03 -4.68e-03 -3.98e-03 -5.68e-03 1.68e-03 -7.07e-04 1.32e-02
## 960 3.43e-04 -3.59e-04 -1.24e-04 -1.52e-04 -4.86e-06 -9.57e-05 6.08e-04
## 961 2.17e-03 6.35e-02 -2.50e-02 2.51e-02 -2.03e-02 2.97e-03 9.02e-02
## 962 8.40e-03 -3.43e-03 -4.84e-03 -3.65e-03 -2.03e-03 -5.85e-04 1.21e-02
## 963 1.05e-02 -8.48e-03 -3.43e-03 1.90e-03 -1.21e-02 3.90e-03 1.57e-02
## 964 1.54e-02 -3.20e-02 1.04e-02 -1.36e-02 -2.30e-02 2.52e-02 5.39e-02
## 965 -2.26e-03 1.60e-04 1.58e-03 1.19e-03 6.78e-04 -3.58e-04 -3.69e-03
## 966 -6.71e-03 2.62e-02 -6.00e-03 -1.03e-02 1.66e-02 -1.25e-02 -4.70e-02
## 967 3.15e-03 3.86e-05 -5.84e-03 -3.21e-03 5.89e-03 -6.53e-04 9.21e-03
## 968 1.40e-02 -1.08e-02 -1.06e-02 7.48e-03 -1.36e-02 9.26e-03 2.27e-02
## 969 -3.53e-03 1.61e-03 2.63e-03 -2.22e-04 1.46e-03 1.54e-04 -4.15e-03
## 970 -1.91e-03 -7.80e-03 1.17e-02 -1.54e-02 -1.33e-03 1.24e-02 2.73e-02
## 971 2.51e-03 -1.29e-03 -2.11e-03 -1.88e-05 -1.21e-04 -6.53e-04 3.34e-03
## 972 7.77e-03 -2.71e-02 1.15e-02 -1.74e-02 -4.04e-03 9.00e-03 3.76e-02
## 973 -4.20e-04 7.18e-04 1.52e-04 -1.32e-03 -9.21e-04 3.30e-03 -4.14e-03
## 974 -4.91e-04 7.38e-04 6.23e-04 -2.28e-04 -4.15e-04 5.98e-04 1.78e-03
## 975 4.13e-02 -5.11e-03 -2.29e-02 -1.82e-02 -3.44e-02 3.01e-02 7.97e-02
## 976 5.78e-03 -1.86e-03 -5.38e-03 -5.24e-03 6.30e-03 -5.58e-03 1.22e-02
## 977 2.19e-02 -9.70e-03 -1.15e-02 -1.05e-02 -1.52e-02 1.71e-02 3.63e-02
## 978 -2.49e-03 2.69e-03 1.58e-03 9.37e-04 9.01e-04 -3.13e-03 -6.84e-03
## 979 5.37e-02 -2.46e-02 -6.62e-02 -2.09e-02 4.50e-02 -2.13e-02 1.03e-01
## 980 1.77e-02 -1.58e-02 -8.56e-03 -1.04e-02 -1.06e-02 1.71e-02 2.67e-02
## 981 2.94e-03 -3.33e-03 -9.37e-04 -1.31e-03 -1.74e-03 1.87e-03 4.61e-03
## 982 9.90e-04 8.91e-03 -4.10e-03 4.25e-04 -1.62e-03 2.17e-03 1.31e-02
## 983 3.29e-02 7.49e-03 -3.14e-02 -1.02e-02 -1.36e-02 1.21e-02 5.39e-02
## 984 -3.27e-02 1.30e-02 2.71e-02 3.03e-03 5.46e-03 4.09e-03 -3.79e-02
## 985 1.10e-02 3.27e-03 -4.26e-03 -9.56e-03 -8.43e-03 6.65e-03 3.36e-02
## 986 -5.45e-03 2.11e-03 3.41e-03 -2.97e-03 2.96e-03 3.24e-03 -1.08e-02
## 987 6.51e-03 2.53e-03 3.13e-03 -1.44e-02 -5.76e-03 5.98e-03 3.78e-02
## 988 3.25e-02 -2.84e-02 -1.36e-02 5.21e-03 -2.24e-02 -4.74e-03 4.15e-02
## 989 8.68e-03 -2.01e-02 1.75e-02 2.51e-03 -2.87e-02 1.29e-03 4.74e-02
## 990 4.02e-03 -6.89e-03 -3.47e-03 2.20e-03 -9.74e-04 -3.20e-04 -1.13e-02
## 991 2.92e-02 -1.25e-02 -3.56e-02 -1.76e-02 2.34e-02 -2.90e-03 5.24e-02
## 992 -1.91e-03 4.33e-04 1.44e-03 1.59e-03 4.48e-04 -1.51e-03 -3.12e-03
## 993 -3.61e-03 4.71e-02 -2.89e-02 -6.13e-02 4.50e-02 3.80e-02 -9.33e-02
## 994 4.93e-04 -3.02e-04 -4.45e-04 -1.52e-04 2.66e-04 -2.28e-04 9.80e-04
## 995 -2.36e-03 3.74e-03 3.37e-03 -1.33e-03 -1.17e-03 5.66e-04 9.01e-03
## 996 -8.17e-03 2.93e-02 -4.60e-04 1.37e-03 -2.62e-03 7.32e-03 3.94e-02
## 997 -1.47e-02 1.81e-03 2.92e-02 -1.11e-02 5.62e-03 -3.44e-02 -7.03e-02
## 998 3.62e-03 -2.63e-03 -7.03e-05 2.27e-03 -3.69e-03 -7.52e-03 -1.32e-02
## 999 -5.32e-03 3.23e-03 4.63e-03 3.29e-04 2.37e-03 -3.35e-03 -6.88e-03
## 1000 5.82e-03 -2.39e-02 1.02e-02 3.47e-03 -1.46e-02 -4.48e-03 -3.08e-02
## 1001 2.02e-02 -2.75e-02 1.61e-02 3.43e-02 -1.10e-01 6.01e-02 -1.25e-01
## 1002 1.72e-02 -3.24e-02 -5.59e-03 2.57e-03 -9.32e-03 -1.98e-04 -3.65e-02
## 1003 -1.89e-02 2.07e-03 2.09e-02 1.09e-02 8.92e-03 -3.19e-02 -4.07e-02
## 1004 1.92e-02 -2.60e-02 1.51e-03 2.83e-02 -4.41e-02 -6.38e-03 -5.17e-02
## 1005 1.44e-03 -9.26e-03 2.44e-02 3.38e-02 -3.82e-02 -4.66e-02 -8.56e-02
## 1006 4.10e-03 -1.40e-02 9.74e-03 1.06e-02 -2.94e-02 9.44e-03 -3.47e-02
## 1007 -3.76e-02 -4.78e-02 7.57e-02 5.06e-02 -1.28e-02 -8.49e-02 -1.28e-01
## 1008 2.55e-03 7.80e-03 -2.73e-03 2.87e-03 1.01e-02 -3.61e-02 -4.37e-02
## 1009 1.74e-02 -7.48e-03 -1.83e-02 6.06e-03 -6.25e-03 5.82e-03 2.88e-02
## 1010 -3.31e-03 -1.66e-02 1.82e-02 1.94e-02 -3.21e-02 2.08e-03 -4.65e-02
## 1011 -2.51e-03 3.64e-03 2.06e-03 -3.04e-03 1.40e-03 2.14e-03 6.93e-03
## 1012 1.58e-03 -1.56e-02 6.17e-03 1.27e-02 -7.53e-03 -1.38e-02 -2.69e-02
## 1013 4.35e-03 -1.51e-02 3.43e-03 4.01e-03 -8.25e-03 -1.13e-03 -1.78e-02
## 1014 5.76e-04 -2.02e-03 -1.79e-04 9.92e-04 3.00e-04 -1.88e-03 -3.72e-03
## 1015 -5.63e-03 1.21e-03 6.67e-03 1.42e-02 -1.21e-04 -2.27e-02 -2.54e-02
## 1016 -5.56e-03 -7.70e-03 1.64e-02 2.73e-02 -1.69e-02 -3.13e-02 -4.71e-02
## 1017 3.53e-03 -6.69e-03 2.44e-04 1.64e-03 -2.40e-03 -5.08e-03 -9.91e-03
## 1018 -1.08e-02 1.50e-03 1.26e-02 3.52e-02 -7.01e-03 -4.41e-02 -5.56e-02
## 1019 1.09e-04 -5.99e-03 8.06e-03 1.06e-02 -1.15e-02 -1.37e-02 -2.63e-02
## 1020 6.19e-03 -6.51e-03 -2.64e-03 3.27e-04 -2.66e-03 -7.07e-04 9.72e-03
## 1021 1.09e-03 -3.75e-03 5.80e-04 1.29e-04 -5.18e-04 -1.35e-03 -4.76e-03
## 1022 -1.05e-02 2.64e-02 -1.75e-03 3.41e-04 8.03e-03 3.15e-04 2.79e-02
## 1023 1.38e-03 -6.55e-03 7.18e-03 1.14e-02 -9.14e-03 -2.10e-02 -3.13e-02
## 1024 2.69e-03 -1.22e-02 8.45e-05 -6.55e-03 5.15e-03 -4.68e-04 -1.97e-02
## 1025 4.88e-03 -1.43e-02 2.91e-04 6.31e-03 -5.53e-03 -3.75e-03 -1.88e-02
## 1026 9.69e-03 -2.96e-02 5.07e-03 -5.87e-03 -8.39e-03 1.10e-03 -3.71e-02
## 1027 2.95e-03 -1.81e-02 4.83e-03 9.13e-03 -7.02e-03 -7.57e-03 -2.49e-02
## 1028 1.55e-02 -3.16e-02 -1.58e-03 -5.00e-03 -8.03e-03 1.31e-03 -3.51e-02
## 1029 -2.62e-03 1.61e-03 1.40e-03 -7.00e-03 6.90e-03 2.01e-03 9.25e-03
## 1030 1.39e-02 8.71e-03 -2.60e-02 -2.08e-02 2.53e-02 1.56e-04 3.81e-02
## 1031 -3.08e-04 6.29e-04 -1.65e-04 -1.30e-03 1.80e-03 -9.12e-04 -2.28e-03
## 1032 -9.34e-03 1.78e-02 -5.58e-03 -1.16e-02 2.15e-02 8.89e-03 3.21e-02
## 1033 -4.61e-04 7.77e-04 2.64e-04 -1.61e-03 3.48e-04 2.15e-03 2.92e-03
## 1034 7.23e-04 -1.47e-03 -2.22e-04 8.92e-04 -7.41e-04 -6.20e-04 -2.19e-03
## 1035 -8.99e-04 -3.91e-03 1.24e-02 4.10e-02 -2.62e-02 -4.31e-02 -6.32e-02
## 1036 -9.10e-03 -5.24e-03 2.12e-02 4.17e-02 -3.09e-02 -2.90e-02 -5.61e-02
## 1037 9.70e-03 2.40e-04 -3.88e-03 3.77e-02 -3.10e-02 -2.62e-02 -5.51e-02
## 1038 -7.24e-03 8.81e-03 6.53e-04 -5.88e-03 1.52e-02 -4.27e-03 1.67e-02
## 1039 1.06e-02 -3.02e-02 3.14e-02 8.41e-03 -6.62e-02 1.35e-02 -9.39e-02
## 1040 1.23e-02 -2.87e-03 -1.30e-02 4.18e-02 -1.17e-02 -5.15e-02 -6.83e-02
## 1041 1.40e-03 -1.46e-02 4.87e-03 1.33e-02 -8.33e-03 -1.09e-02 -2.65e-02
## 1042 4.50e-03 -1.75e-03 -2.47e-03 -4.29e-03 3.03e-04 -1.89e-03 -8.94e-03
## 1043 1.05e-03 -6.90e-03 1.82e-03 -7.08e-03 5.21e-03 -2.56e-03 -1.26e-02
## 1044 3.22e-03 -2.99e-03 3.44e-03 1.43e-02 -1.37e-02 -1.53e-02 -2.75e-02
## 1045 -1.33e-03 -1.72e-03 2.49e-03 5.27e-03 -4.43e-03 -1.27e-03 -7.55e-03
## 1046 6.71e-03 -1.53e-02 6.86e-03 4.24e-03 -2.02e-02 2.50e-03 -2.77e-02
## 1047 5.24e-03 -1.76e-02 2.46e-03 3.53e-03 -6.06e-03 -2.75e-03 -2.08e-02
## 1048 2.78e-02 -1.10e-01 4.32e-02 4.66e-02 -9.88e-02 4.95e-03 -1.42e-01
## 1049 -5.77e-03 3.66e-02 -2.82e-02 -1.63e-02 7.74e-02 -5.54e-02 9.46e-02
## 1050 -4.11e-03 1.70e-04 7.84e-03 -5.11e-03 -4.24e-03 7.06e-03 -1.49e-02
## 1051 8.68e-03 -3.16e-02 5.05e-03 -8.77e-03 -5.26e-04 -5.04e-05 -3.58e-02
## 1052 -1.85e-02 8.95e-02 -1.59e-02 -3.08e-02 2.63e-02 1.99e-02 1.14e-01
## 1053 -1.66e-02 1.62e-02 1.01e-02 -1.86e-02 1.56e-02 6.84e-03 -3.15e-02
## 1054 1.10e-03 -1.47e-02 7.74e-03 7.90e-03 -1.49e-02 4.16e-03 -2.19e-02
## 1055 -2.86e-02 -1.25e-02 3.88e-02 1.84e-02 8.86e-04 -3.08e-02 -5.78e-02
## 1056 3.23e-04 -4.23e-03 1.15e-03 9.26e-04 -8.14e-04 -4.53e-04 -5.77e-03
## 1057 -9.43e-03 -2.88e-02 4.16e-02 1.03e-02 -4.27e-02 8.98e-03 -6.66e-02
## 1058 -7.30e-02 -1.26e-02 1.36e-01 -3.56e-03 -3.71e-02 -4.23e-02 -1.79e-01
## 1059 1.09e-02 -7.28e-02 1.40e-01 -7.46e-02 7.50e-02 -3.88e-01 -5.32e-01
## 1060 5.27e-03 -1.16e-02 2.20e-03 9.58e-03 -9.12e-03 -1.04e-02 -1.93e-02
## 1061 -4.81e-03 -1.04e-03 7.99e-03 1.11e-02 -6.92e-03 -9.40e-03 -1.68e-02
## 1062 -1.77e-02 3.45e-02 -2.27e-04 -1.62e-04 2.05e-02 -9.28e-03 3.73e-02
## 1063 -5.51e-03 -3.27e-03 9.59e-03 2.52e-03 -6.01e-03 3.07e-03 -1.20e-02
## 1064 1.63e-03 -5.63e-03 5.59e-03 1.35e-03 -1.12e-02 7.24e-03 1.71e-02
## 1065 -9.99e-03 3.71e-02 -3.14e-03 -1.75e-03 3.52e-03 3.82e-03 4.46e-02
## 1066 -5.28e-04 -9.63e-02 4.53e-02 -5.34e-03 -1.02e-02 -3.64e-03 -1.20e-01
## 1067 1.69e-03 1.91e-03 -1.90e-03 -3.02e-03 -4.71e-05 2.73e-03 6.17e-03
## 1068 5.75e-03 -1.66e-02 -2.67e-07 5.52e-03 -3.02e-03 -8.79e-03 -2.40e-02
## 1069 6.44e-03 3.74e-04 -1.02e-03 2.21e-02 -3.50e-02 6.35e-03 -4.47e-02
## 1070 -1.82e-02 -1.25e-02 2.38e-02 1.35e-02 -1.44e-03 -1.22e-02 -3.94e-02
## 1071 -1.41e-02 -7.20e-03 1.32e-02 8.76e-03 3.17e-03 -4.03e-03 -3.10e-02
## 1072 3.24e-03 8.35e-03 -8.38e-03 -1.75e-03 3.30e-03 4.74e-04 1.29e-02
## 1073 -2.36e-03 3.70e-02 -1.91e-02 6.54e-03 5.62e-03 3.56e-03 4.37e-02
## 1074 1.09e-02 -1.95e-02 3.30e-03 -3.56e-03 2.01e-02 -6.71e-02 -8.22e-02
## 1075 1.78e-03 -7.27e-03 6.49e-04 1.97e-03 -1.76e-03 -1.18e-03 -9.51e-03
## 1076 4.28e-02 -1.90e-04 -4.64e-02 -1.01e-02 4.43e-02 -7.53e-02 1.07e-01
## 1077 -9.69e-03 4.99e-03 9.36e-03 9.15e-03 -1.07e-02 6.39e-03 -1.97e-02
## 1078 2.21e-03 9.03e-03 -8.43e-03 -3.29e-04 6.71e-03 -4.35e-03 1.46e-02
## 1079 5.04e-03 -2.54e-02 5.12e-03 -9.09e-04 -4.72e-03 1.64e-03 -3.03e-02
## 1080 1.16e-03 -1.01e-02 3.49e-03 -1.40e-03 -6.53e-04 -1.02e-03 -1.22e-02
## 1081 -7.02e-03 7.96e-04 9.84e-03 7.42e-03 -7.90e-03 -1.48e-03 -1.49e-02
## 1082 -1.14e-02 -6.90e-03 2.36e-02 1.25e-02 -3.33e-02 2.05e-02 -4.70e-02
## 1083 -2.19e-02 1.18e-02 2.18e-02 1.36e-02 -8.78e-03 -6.54e-03 -3.70e-02
## 1084 -7.35e-05 -9.48e-03 5.95e-03 5.35e-03 -7.17e-03 -3.36e-03 -1.59e-02
## 1085 4.67e-04 -5.35e-03 3.59e-03 2.33e-03 -4.53e-03 2.00e-03 1.15e-02
## 1086 -3.60e-03 2.37e-03 2.28e-03 2.92e-03 -7.97e-04 1.73e-05 -5.12e-03
## 1087 1.25e-02 -2.67e-02 7.75e-03 3.31e-02 -4.74e-02 -3.71e-03 -5.75e-02
## 1088 -4.98e-03 -8.72e-03 1.41e-02 1.56e-02 -1.62e-02 -7.68e-03 -2.66e-02
## 1089 -1.18e-02 9.37e-03 8.83e-03 1.57e-02 -1.34e-02 5.20e-03 -2.55e-02
## 1090 1.08e-02 -3.02e-02 2.68e-02 6.12e-03 -6.12e-02 1.86e-02 -8.53e-02
## 1091 -3.44e-03 -1.77e-02 1.40e-02 3.54e-03 -6.11e-03 -3.28e-03 -2.45e-02
## 1092 -4.34e-03 -1.07e-02 8.69e-03 9.84e-03 -8.12e-03 -4.01e-04 -2.17e-02
## 1093 -1.29e-02 -4.80e-03 1.50e-02 2.70e-02 -2.78e-02 1.25e-02 -4.59e-02
## 1094 1.36e-02 -1.64e-01 7.24e-02 1.29e-02 -3.21e-02 -4.22e-02 -1.96e-01
## 1095 7.98e-03 -6.74e-03 -5.58e-03 1.22e-02 -1.20e-02 -3.20e-03 -1.79e-02
## 1096 6.14e-03 -8.12e-03 -2.86e-03 4.66e-03 -8.14e-03 2.39e-03 -1.13e-02
## 1097 2.01e-02 -2.28e-02 -1.07e-02 1.78e-02 -2.47e-02 3.15e-04 -3.48e-02
## 1098 -1.27e-04 -4.33e-03 2.46e-03 4.01e-03 -4.90e-03 2.57e-04 -7.86e-03
## 1099 -1.32e-03 2.02e-03 -2.44e-04 -2.11e-03 3.61e-03 -1.50e-04 4.01e-03
## 1100 -5.97e-04 1.23e-02 -4.60e-03 3.53e-03 -1.08e-03 1.40e-03 1.70e-02
## 1101 -5.12e-03 9.65e-03 2.07e-03 -2.86e-03 3.78e-03 6.19e-04 1.21e-02
## 1102 7.57e-02 -6.72e-02 -6.04e-02 2.97e-02 -6.19e-02 3.63e-02 -1.09e-01
## 1103 -7.88e-03 1.30e-02 4.43e-03 -5.66e-03 4.11e-03 4.08e-03 1.80e-02
## 1104 -4.13e-03 4.29e-03 3.09e-03 -4.32e-03 3.79e-03 1.50e-03 7.82e-03
## 1105 -3.90e-03 4.87e-03 1.27e-03 4.41e-04 3.26e-03 -1.39e-03 5.60e-03
## 1106 -4.68e-03 7.50e-03 1.54e-03 -5.34e-03 6.67e-03 9.44e-04 1.08e-02
## 1107 -3.52e-03 2.91e-03 2.33e-03 1.07e-03 2.74e-03 -4.65e-03 -6.13e-03
## 1108 -1.33e-02 4.49e-03 1.19e-02 1.15e-02 5.90e-03 -2.44e-02 -3.15e-02
## 1109 8.63e-03 -5.54e-04 -8.73e-03 -7.80e-03 4.54e-03 1.19e-04 1.42e-02
## 1110 1.37e-02 1.88e-02 -3.40e-02 -2.46e-04 1.66e-02 -1.20e-02 -4.77e-02
## 1111 -4.35e-05 -2.49e-04 2.35e-04 6.21e-04 -5.04e-04 -3.13e-04 -8.40e-04
## 1112 1.46e-03 -4.35e-03 6.73e-04 -1.27e-03 -2.21e-03 4.86e-03 7.81e-03
## 1113 1.38e-02 -1.10e-02 -8.50e-03 -1.58e-03 -6.77e-03 4.54e-03 1.64e-02
## 1114 2.49e-02 -7.38e-03 -2.44e-02 -1.46e-02 1.15e-03 1.03e-02 3.01e-02
## 1115 4.63e-04 -4.19e-04 -1.29e-04 -2.46e-04 -6.09e-04 1.13e-03 1.83e-03
## 1116 -7.44e-05 1.96e-04 -1.88e-04 5.71e-04 -1.04e-05 -4.45e-04 -9.24e-04
## 1117 3.22e-03 -2.88e-03 -2.29e-03 4.54e-04 -1.35e-03 -1.37e-03 -5.99e-03
## 1118 3.34e-03 -2.09e-03 -2.62e-03 -1.10e-03 -1.09e-05 4.92e-05 3.94e-03
## 1119 4.29e-03 1.19e-03 -6.00e-03 -1.09e-02 4.94e-03 1.08e-02 1.89e-02
## 1120 4.53e-02 -1.13e-02 -4.95e-02 -2.53e-02 5.02e-03 2.47e-02 6.04e-02
## 1121 3.88e-03 -3.64e-03 -4.79e-03 4.69e-03 -1.48e-03 -3.37e-03 -1.22e-02
## 1122 -1.66e-04 1.41e-04 3.33e-04 2.13e-03 -6.49e-04 -2.75e-03 -3.43e-03
## 1123 -3.12e-03 3.28e-03 6.78e-04 5.42e-03 -2.87e-03 1.25e-03 -8.39e-03
## 1124 -2.78e-03 3.42e-04 1.73e-03 4.37e-03 -2.31e-03 1.01e-03 -7.08e-03
## 1125 -4.33e-03 6.86e-03 1.22e-03 -9.67e-03 1.69e-02 -7.50e-03 2.41e-02
## 1126 -4.50e-03 6.36e-03 8.57e-04 6.41e-03 -5.66e-03 5.21e-03 -1.38e-02
## 1127 -1.30e-03 3.84e-04 8.23e-05 1.58e-03 2.16e-04 8.59e-05 -4.17e-03
## 1128 -4.25e-03 5.02e-03 1.92e-03 8.28e-03 -5.52e-03 4.62e-04 -1.16e-02
## 1129 -3.68e-03 4.78e-03 2.76e-03 -3.56e-03 5.44e-04 7.22e-03 1.32e-02
## 1130 -4.76e-02 3.88e-02 1.77e-02 3.45e-02 5.34e-03 2.14e-03 -7.16e-02
## 1131 9.65e-04 -3.14e-03 -9.92e-04 -1.00e-03 8.73e-04 1.08e-03 -6.32e-03
## 1132 -1.64e-03 1.24e-03 5.82e-04 3.61e-04 1.84e-04 1.33e-03 -2.88e-03
## 1133 -2.03e-03 4.96e-03 9.58e-04 1.80e-02 -1.82e-02 1.50e-03 -2.81e-02
## 1134 -4.57e-04 2.84e-03 -2.33e-03 2.06e-03 6.04e-04 -1.39e-04 -5.21e-03
## 1135 -1.50e-03 7.11e-04 4.67e-04 2.61e-03 -1.07e-03 3.11e-04 -4.37e-03
## 1136 1.89e-03 -5.45e-04 -9.40e-03 1.34e-02 -3.45e-03 2.09e-04 -2.76e-02
## 1137 -8.40e-04 2.19e-03 -6.84e-04 2.93e-03 -1.30e-03 -2.86e-04 -4.54e-03
## 1138 1.19e-02 -3.01e-02 9.12e-03 -2.92e-02 5.68e-03 6.82e-03 4.93e-02
## 1139 -2.77e-02 1.83e-02 8.23e-03 2.21e-03 2.39e-02 1.11e-02 5.40e-02
## 1140 -8.08e-03 8.57e-03 3.51e-03 1.22e-03 5.99e-03 -2.43e-03 1.09e-02
## 1141 1.21e-04 -1.95e-04 8.64e-05 -5.74e-05 -8.86e-05 -6.04e-05 4.88e-04
## 1142 -1.43e-04 5.42e-04 -3.37e-04 6.26e-04 -2.21e-04 1.50e-04 -1.10e-03
## 1143 -1.88e-04 5.75e-05 2.57e-04 -1.12e-04 1.01e-04 -6.27e-05 3.74e-04
## 1144 2.91e-03 -6.84e-03 -3.59e-03 1.96e-03 -2.68e-03 5.81e-03 -1.57e-02
## 1145 -2.03e-02 3.91e-02 1.06e-02 -9.78e-03 9.86e-03 1.71e-03 5.11e-02
## 1146 2.63e-03 -1.28e-03 -1.87e-03 -7.42e-04 -8.08e-05 -8.02e-04 3.32e-03
## 1147 6.06e-02 9.76e-03 -7.08e-02 3.31e-04 -6.03e-03 -7.39e-03 8.20e-02
## 1148 4.15e-02 -5.12e-03 -4.66e-02 -2.94e-02 1.70e-02 6.79e-03 5.71e-02
## 1149 -9.61e-04 -1.69e-03 1.28e-03 -2.00e-03 2.48e-03 -8.75e-04 -4.60e-03
## 1150 4.11e-04 -8.44e-06 -7.48e-04 7.42e-03 -1.10e-02 7.99e-03 -1.49e-02
## 1151 7.33e-03 -4.02e-03 -9.45e-03 9.81e-03 -3.93e-03 -6.80e-03 -2.08e-02
## 1152 -3.19e-03 2.53e-03 1.68e-03 2.26e-03 -2.10e-03 3.08e-03 -6.65e-03
## 1153 7.38e-04 -5.58e-04 3.96e-04 -4.02e-03 1.14e-03 3.05e-03 8.43e-03
## 1154 -1.64e-03 -8.34e-06 1.68e-03 -1.89e-03 4.13e-03 -3.11e-03 5.57e-03
## 1155 7.40e-02 3.52e-02 -9.34e-02 -5.05e-02 1.53e-02 2.12e-02 1.30e-01
## 1156 5.82e-03 1.66e-03 -5.43e-03 -8.08e-03 6.72e-03 -3.82e-03 1.70e-02
## 1157 -2.44e-02 2.16e-02 1.03e-02 -2.77e-02 4.32e-02 -9.34e-04 5.04e-02
## 1158 -4.66e-03 8.26e-03 -1.54e-03 1.38e-02 -9.37e-03 5.14e-03 -2.13e-02
## 1159 4.60e-04 2.92e-04 -3.42e-03 5.31e-03 -9.06e-04 -7.61e-04 -9.93e-03
## 1160 -4.92e-02 4.39e-02 2.45e-02 3.79e-02 -1.08e-02 9.08e-03 -7.41e-02
## 1161 -4.82e-03 5.36e-03 -1.91e-03 2.37e-04 1.17e-03 9.93e-03 -1.75e-02
## 1162 -5.48e-04 1.03e-04 3.52e-04 -1.09e-03 4.77e-04 1.22e-03 -1.84e-03
## 1163 4.92e-02 -2.37e-02 -4.64e-02 1.79e-02 -3.19e-02 7.90e-03 -6.20e-02
## 1164 -4.20e-03 3.25e-03 5.62e-03 1.10e-04 -1.68e-03 1.15e-03 1.05e-02
## 1165 -1.57e-02 1.24e-02 1.12e-02 -3.33e-02 4.45e-02 -1.48e-02 5.48e-02
## 1166 5.31e-04 -3.18e-03 -1.80e-03 4.73e-03 -9.90e-04 -5.41e-04 -1.05e-02
## 1167 -5.74e-03 1.24e-02 3.36e-03 -3.32e-03 2.66e-03 -1.69e-04 1.76e-02
## 1168 2.16e-03 -5.51e-03 4.01e-03 -1.03e-02 3.94e-03 -1.44e-03 1.67e-02
## 1169 1.93e-03 -2.04e-03 -7.92e-04 -1.96e-03 5.85e-04 1.63e-04 3.61e-03
## 1170 -1.15e-03 1.33e-03 1.26e-03 -3.14e-05 4.99e-04 -1.13e-03 2.90e-03
## 1171 -4.72e-03 4.94e-03 -5.22e-04 2.20e-02 -1.37e-02 3.04e-05 -2.89e-02
## 1172 5.83e-03 -3.60e-02 7.27e-03 -6.13e-02 3.59e-02 1.54e-02 -7.41e-02
## 1173 -2.05e-03 7.37e-04 1.16e-03 1.08e-03 -1.00e-04 9.41e-04 -3.54e-03
## 1174 6.31e-02 -4.94e-02 -9.60e-03 -2.00e-02 -5.41e-02 8.79e-03 1.09e-01
## 1175 -1.33e-02 8.78e-03 4.22e-03 -2.89e-03 9.98e-03 6.11e-03 -2.26e-02
## 1176 3.00e-02 -2.72e-02 -6.56e-03 -1.73e-02 -1.39e-02 3.29e-03 4.81e-02
## 1177 5.78e-02 -1.86e-02 -5.23e-02 -1.66e-02 -5.09e-03 2.37e-03 6.20e-02
## 1178 1.97e-03 2.69e-04 -2.19e-03 -1.83e-03 7.91e-04 1.03e-03 4.05e-03
## 1179 -2.45e-03 4.91e-04 2.16e-03 2.06e-04 7.58e-04 -3.63e-04 -3.23e-03
## 1180 1.73e-03 5.54e-03 -1.12e-02 8.38e-03 -8.71e-03 1.72e-02 -2.98e-02
## 1181 -7.33e-03 1.04e-03 4.27e-03 1.60e-03 2.04e-03 3.64e-03 -1.33e-02
## 1182 -2.05e-03 -8.06e-04 5.54e-04 4.12e-05 2.29e-03 3.81e-04 -7.12e-03
## 1183 -8.74e-03 2.69e-03 6.69e-03 2.37e-03 4.43e-03 -4.11e-03 -1.08e-02
## 1184 -7.00e-04 5.70e-04 -8.61e-05 4.87e-04 4.32e-04 1.01e-04 -1.82e-03
## 1185 1.83e-03 7.41e-03 1.31e-03 2.08e-02 -6.16e-03 -3.05e-02 4.03e-02
## 1186 -2.28e-03 -6.95e-04 1.77e-03 1.88e-04 3.12e-04 1.81e-03 -5.23e-03
## 1187 -1.07e-02 -8.74e-04 7.45e-03 -1.58e-03 -9.59e-03 3.07e-02 -3.96e-02
## 1188 -7.71e-04 3.85e-03 1.94e-03 -4.82e-04 6.69e-04 -4.84e-03 1.13e-02
## 1189 -2.78e-02 7.14e-03 2.17e-02 8.16e-03 1.30e-02 -1.11e-02 -3.42e-02
## 1190 -2.66e-02 1.53e-02 1.37e-02 5.57e-03 1.65e-02 -6.39e-03 -3.41e-02
## 1191 -1.86e-02 8.04e-02 -1.13e-02 2.12e-02 -1.67e-03 -9.36e-03 9.57e-02
## 1192 -3.10e-02 1.08e-02 2.45e-02 7.75e-03 5.77e-03 1.43e-03 -3.54e-02
## 1193 5.35e-03 -3.01e-03 -1.67e-04 -9.31e-04 -7.36e-03 3.91e-03 1.47e-02
## 1194 2.91e-02 -1.67e-02 -1.62e-02 7.30e-03 -2.27e-02 -7.86e-04 3.74e-02
## 1195 3.49e-03 1.01e-02 -1.08e-02 -1.41e-02 8.76e-03 1.55e-03 -3.86e-02
## 1196 2.57e-02 -2.56e-02 -1.75e-02 -2.15e-02 9.07e-03 8.30e-03 4.52e-02
## 1197 -1.51e-02 1.01e-02 1.41e-02 -1.75e-03 7.43e-03 -1.01e-02 -2.19e-02
## 1198 -1.77e-02 -2.83e-04 2.08e-02 1.43e-02 -3.19e-03 -6.83e-03 2.87e-02
## 1199 -1.29e-04 -4.00e-05 1.26e-04 -4.36e-04 5.86e-04 -5.90e-04 -1.25e-03
## 1200 -9.12e-03 1.56e-03 1.13e-02 2.65e-03 -3.08e-03 5.25e-03 1.91e-02
## 1201 2.59e-02 -2.10e-02 -1.62e-02 -1.45e-02 -4.79e-03 2.15e-03 -3.49e-02
## 1202 1.27e-03 -6.26e-04 -7.40e-04 -1.08e-03 -1.10e-05 -1.86e-04 -1.98e-03
## 1203 6.29e-02 -2.63e-02 -3.44e-02 -1.33e-02 7.78e-04 -8.17e-02 -1.29e-01
## 1204 -2.86e-02 2.41e-04 7.22e-03 1.24e-01 -2.10e-02 -5.41e-02 1.57e-01
## 1205 3.27e-04 2.16e-03 -1.75e-03 1.77e-03 -6.63e-04 -8.72e-04 -4.53e-03
## 1206 -5.27e-04 -2.11e-03 2.92e-03 -1.43e-03 -1.76e-03 3.01e-03 6.83e-03
## 1207 2.00e-03 -6.05e-04 -1.08e-03 3.20e-04 -4.19e-03 3.24e-03 -5.94e-03
## 1208 3.17e-02 -9.71e-03 -1.65e-02 -5.08e-02 1.07e-02 -4.92e-03 -7.81e-02
## 1209 -1.02e-02 5.34e-03 3.38e-03 1.58e-02 -1.01e-03 2.29e-03 2.86e-02
## 1210 6.65e-03 -5.27e-03 -1.08e-03 -6.53e-03 -1.29e-02 1.59e-02 -2.45e-02
## 1211 1.02e-03 2.72e-03 5.13e-03 -2.91e-02 1.74e-03 1.28e-02 -4.69e-02
## 1212 -1.75e-04 4.47e-04 2.90e-05 9.82e-04 -6.70e-04 -4.18e-05 1.14e-03
## 1213 -3.37e-03 8.48e-03 -3.44e-04 -5.68e-04 2.01e-03 2.17e-03 1.00e-02
## 1214 2.02e-03 -5.03e-03 3.53e-03 -7.71e-03 -3.29e-03 6.65e-05 -2.56e-02
## 1215 -1.45e-03 -1.22e-03 2.53e-03 1.08e-03 -1.25e-03 7.20e-04 3.86e-03
## 1216 -1.59e-02 -6.15e-03 1.60e-02 3.95e-02 -1.22e-02 -8.74e-03 6.05e-02
## 1217 -6.72e-02 2.93e-02 6.54e-02 1.87e-02 2.27e-02 -3.06e-02 9.15e-02
## 1218 -3.34e-02 2.37e-02 1.48e-02 3.23e-02 3.53e-03 -7.74e-04 5.47e-02
## 1219 -4.88e-03 -6.20e-03 9.50e-03 1.10e-02 -8.49e-04 -1.22e-02 2.50e-02
## 1220 -1.10e-04 2.33e-04 -5.66e-05 3.61e-04 -3.18e-04 4.75e-04 8.69e-04
## 1221 -1.53e-01 3.12e-01 4.68e-02 7.90e-02 3.14e-02 -5.42e-02 3.61e-01
## 1222 -1.95e-03 4.42e-04 1.06e-03 5.64e-03 -1.03e-03 -2.13e-03 7.39e-03
## 1223 -2.26e-03 7.49e-05 -3.49e-03 -1.46e-03 2.24e-02 -1.55e-02 3.83e-02
## 1224 1.38e-02 8.36e-03 -2.05e-02 3.15e-03 7.56e-04 -1.39e-02 -3.88e-02
## 1225 2.47e-03 -1.40e-03 -1.28e-03 -1.11e-03 -2.89e-03 2.75e-03 -5.16e-03
## 1226 -1.76e-03 1.52e-03 1.50e-03 -2.06e-04 3.78e-04 -7.96e-04 -3.71e-03
## 1227 3.90e-05 1.42e-03 -6.96e-04 -3.56e-03 3.42e-03 -2.49e-03 -7.81e-03
## 1228 1.20e-04 -8.33e-05 -1.09e-03 6.89e-04 -8.54e-04 3.57e-03 5.09e-03
## 1229 8.10e-03 -3.39e-02 6.93e-03 -7.96e-02 6.91e-02 -2.97e-02 -1.05e-01
## 1230 -2.38e-02 1.24e-02 1.31e-02 1.57e-02 1.54e-02 -1.18e-02 4.45e-02
## 1231 -1.82e-03 -5.36e-03 5.60e-03 -1.96e-03 -4.56e-03 1.05e-02 1.59e-02
## 1232 4.45e-04 5.54e-03 -3.19e-03 6.87e-05 3.04e-03 -5.89e-03 -1.11e-02
## 1233 -9.56e-03 3.75e-03 7.21e-03 1.20e-02 7.07e-04 -7.71e-03 1.76e-02
## 1234 -2.77e-04 4.88e-03 -3.25e-03 -7.66e-06 -1.87e-03 5.57e-03 -1.17e-02
## 1235 3.26e-03 -5.31e-03 -4.14e-03 -3.31e-03 7.34e-03 -4.43e-04 1.75e-02
## 1236 -3.58e-02 4.66e-02 -3.19e-02 1.62e-04 4.39e-03 1.60e-01 2.17e-01
## 1237 4.70e-03 -5.76e-03 -8.21e-03 2.87e-04 3.22e-03 1.50e-03 -1.94e-02
## 1238 7.53e-03 3.12e-03 -9.94e-03 -7.22e-03 5.94e-03 -4.59e-03 -1.73e-02
## 1239 1.63e-02 -1.26e-02 -7.89e-03 -9.48e-03 2.65e-03 -1.38e-02 -2.80e-02
## 1240 7.37e-03 -3.23e-04 -3.37e-03 -8.12e-03 -5.91e-03 2.92e-03 -2.58e-02
## 1241 2.41e-02 -1.04e-02 -2.77e-02 7.48e-03 2.27e-02 -4.26e-02 6.37e-02
## 1242 -9.80e-03 -2.60e-03 1.29e-02 -1.85e-03 3.47e-03 1.54e-03 2.02e-02
## 1243 -1.76e-02 1.27e-02 2.23e-04 1.92e-02 -9.51e-03 4.01e-02 6.67e-02
## 1244 1.36e-03 -1.22e-02 -3.72e-03 4.86e-02 -4.81e-02 4.12e-02 8.38e-02
## 1245 -3.00e-03 -7.11e-03 9.07e-03 -1.53e-03 -5.85e-03 1.34e-02 2.96e-02
## 1246 -1.04e-02 1.01e-02 7.70e-03 6.73e-03 2.74e-03 -1.35e-02 -2.05e-02
## 1247 -4.28e-03 7.13e-03 1.34e-03 5.53e-03 -6.51e-04 -5.21e-03 -1.18e-02
## 1248 -5.11e-02 2.84e-02 3.33e-02 1.90e-02 2.05e-02 -3.35e-03 6.63e-02
## 1249 -1.49e-02 3.63e-02 -1.67e-03 5.08e-02 -1.63e-02 -3.78e-02 -7.76e-02
## 1250 1.04e-02 -9.15e-03 -1.02e-02 1.20e-02 -8.48e-03 2.99e-03 2.55e-02
## 1251 -3.66e-03 3.03e-03 2.48e-03 4.87e-03 2.42e-04 -3.21e-03 8.27e-03
## 1252 -4.34e-02 3.34e-02 1.34e-02 2.62e-02 -1.19e-02 6.74e-02 1.08e-01
## 1253 -5.20e-03 4.57e-03 -4.41e-03 4.75e-04 2.26e-02 -1.32e-02 3.49e-02
## 1254 -7.85e-03 1.44e-03 8.36e-03 1.86e-03 -5.29e-05 1.61e-03 1.07e-02
## 1255 -2.15e-02 2.16e-02 -4.74e-04 3.59e-02 2.04e-02 -3.23e-02 6.54e-02
## 1256 1.17e-02 -7.79e-03 -5.92e-03 -1.42e-02 3.95e-03 -6.27e-03 -2.72e-02
## 1257 -1.99e-02 -1.02e-02 2.96e-02 1.16e-02 7.26e-03 -2.74e-02 4.48e-02
## 1258 1.54e-02 -7.92e-03 -5.64e-03 -9.17e-03 1.43e-03 -2.08e-02 -3.82e-02
## 1259 -5.23e-03 -1.01e-03 3.07e-03 -3.97e-02 3.37e-02 2.53e-03 -4.39e-02
## 1260 1.99e-02 -6.10e-03 -1.64e-02 -1.96e-03 -7.10e-03 1.78e-03 2.20e-02
## 1261 9.14e-02 -6.37e-03 -8.24e-02 3.84e-03 -2.10e-02 -2.81e-02 1.25e-01
## 1262 -3.15e-05 9.70e-05 -3.63e-05 -2.09e-06 6.36e-05 -3.12e-05 -1.28e-04
## 1263 -8.77e-03 7.44e-03 6.12e-03 -1.58e-03 8.84e-03 -1.12e-02 -1.78e-02
## 1264 3.47e-03 3.37e-04 -4.77e-03 9.10e-04 2.16e-03 -3.36e-03 7.70e-03
## 1265 1.65e-02 -2.91e-02 3.43e-03 1.57e-02 -2.42e-02 -7.11e-03 4.11e-02
## 1266 -2.67e-03 -2.89e-03 4.17e-03 -3.39e-03 3.49e-03 8.28e-04 9.25e-03
## 1267 4.09e-04 2.28e-03 -1.85e-03 -1.70e-03 -2.28e-03 6.88e-03 -8.46e-03
## 1268 -1.00e-02 2.10e-02 4.65e-03 2.74e-02 -1.59e-02 -7.20e-03 3.68e-02
## 1269 -5.29e-04 -8.87e-04 2.38e-03 3.00e-03 -2.95e-03 -7.68e-04 6.88e-03
## 1270 -1.14e-03 -1.04e-02 4.75e-03 4.37e-03 2.62e-03 -1.90e-03 3.26e-02
## 1271 -5.95e-03 -1.62e-03 1.17e-02 6.39e-03 -3.67e-03 -8.68e-03 1.79e-02
## 1272 3.91e-04 -1.02e-03 1.31e-03 1.71e-03 -2.60e-03 -7.42e-04 3.93e-03
## 1273 -1.09e-02 -1.17e-03 1.37e-02 1.70e-03 9.83e-04 -7.38e-03 -2.09e-02
## 1274 2.12e-03 3.90e-03 -2.38e-03 8.46e-03 -7.35e-03 -1.24e-03 1.32e-02
## 1275 6.31e-03 -1.07e-02 1.50e-03 9.83e-04 -1.06e-02 6.76e-03 1.67e-02
## 1276 -2.98e-02 -1.88e-02 3.63e-02 1.63e-02 1.85e-02 -2.15e-02 8.37e-02
## 1277 1.34e-02 -3.49e-03 -6.42e-03 -9.04e-03 -8.53e-03 1.01e-02 2.74e-02
## 1278 -6.34e-03 3.61e-03 6.38e-03 -1.50e-03 2.64e-03 -4.01e-03 -1.14e-02
## 1279 -8.22e-03 1.11e-02 4.29e-05 5.72e-03 -2.56e-03 9.51e-03 -2.00e-02
## 1280 -4.33e-03 -6.50e-03 6.29e-03 8.06e-03 -5.09e-03 -1.51e-03 -1.77e-02
## 1281 -1.95e-04 -3.75e-02 3.62e-02 1.77e-02 -2.26e-02 -3.13e-02 7.09e-02
## 1282 -4.05e-03 5.87e-03 7.22e-03 -1.11e-03 -6.11e-03 4.47e-03 1.92e-02
## 1283 1.23e-02 -1.62e-02 4.08e-03 5.24e-04 -1.72e-02 1.06e-03 3.05e-02
## 1284 -2.54e-03 6.38e-03 1.86e-03 3.71e-03 -1.85e-03 -2.90e-03 1.09e-02
## 1285 -4.62e-06 1.02e-04 -1.74e-04 -9.23e-05 1.89e-04 7.28e-05 -3.99e-04
## 1286 -7.70e-04 -2.19e-03 1.69e-03 -1.80e-03 1.14e-04 3.70e-03 6.36e-03
## 1287 1.68e-02 -6.26e-03 -2.10e-02 -1.30e-02 2.01e-02 -7.27e-03 3.69e-02
## 1288 -3.66e-03 3.65e-03 3.79e-03 9.06e-04 4.33e-03 -1.35e-02 -1.78e-02
## 1289 2.19e-02 -2.09e-02 -4.70e-03 2.08e-02 -2.61e-02 -1.31e-02 4.55e-02
## 1290 -8.04e-02 3.67e-02 7.18e-02 -1.90e-02 3.21e-02 1.63e-03 -9.07e-02
## 1291 4.18e-03 -4.40e-03 -5.26e-03 -7.83e-04 6.39e-03 -2.85e-03 1.79e-02
## 1292 -5.61e-03 2.56e-03 6.15e-03 -3.11e-04 -4.24e-04 4.39e-04 -7.66e-03
## 1293 -2.05e-03 -4.03e-03 -7.75e-03 5.53e-02 5.12e-03 -4.92e-02 8.69e-02
## 1294 -7.29e-04 1.77e-03 -9.32e-04 1.88e-03 2.69e-04 -8.17e-04 -3.62e-03
## 1295 -2.83e-03 -5.21e-03 -7.06e-03 -4.88e-03 -4.35e-04 3.32e-02 -4.94e-02
## 1296 6.51e-03 -2.10e-02 -7.52e-03 -1.46e-02 1.08e-04 3.22e-02 -5.09e-02
## 1297 5.31e-03 -3.26e-03 2.48e-04 -2.82e-02 1.35e-02 7.83e-03 3.58e-02
## 1298 -1.11e-02 1.10e-02 -2.71e-03 5.57e-03 6.02e-03 9.21e-03 -2.93e-02
## 1299 7.28e-05 -7.31e-04 -3.32e-04 -7.63e-04 4.76e-04 1.24e-03 -2.34e-03
## 1300 -9.20e-03 1.53e-02 -6.42e-03 -2.32e-02 1.52e-02 3.10e-02 -4.66e-02
## 1301 -4.23e-03 7.50e-03 -3.03e-03 2.46e-03 -6.85e-03 2.00e-02 -2.62e-02
## 1302 1.01e-02 -1.21e-02 4.22e-03 5.78e-03 -9.87e-03 -1.68e-02 3.31e-02
## 1303 1.13e-04 -1.68e-03 -9.38e-04 -1.06e-03 4.52e-04 3.07e-03 -6.50e-03
## 1304 -2.32e-02 3.50e-02 -7.10e-03 4.91e-02 -3.84e-02 4.52e-02 -9.94e-02
## 1305 -1.09e-02 -1.15e-03 -7.13e-03 -7.07e-03 1.94e-02 2.12e-02 -5.88e-02
## 1306 4.36e-03 -5.17e-03 7.29e-04 -1.78e-03 -2.95e-03 -1.56e-03 9.60e-03
## 1307 8.92e-05 -9.83e-05 5.90e-07 -5.93e-05 -8.83e-05 7.57e-05 1.82e-04
## 1308 -4.92e-03 7.69e-03 -2.68e-03 -2.58e-03 6.47e-04 1.52e-02 -2.09e-02
## 1309 -1.45e-02 3.77e-02 2.47e-03 8.53e-04 2.91e-03 1.43e-03 4.49e-02
## 1310 3.35e-02 -4.66e-02 8.88e-03 2.37e-02 -3.96e-02 -4.00e-02 8.39e-02
## 1311 -1.77e-02 1.35e-02 -4.02e-03 1.12e-02 1.62e-02 -2.01e-03 -5.28e-02
## 1312 2.67e-04 -9.11e-03 -5.24e-03 -1.07e-02 7.37e-03 1.69e-02 -3.59e-02
## 1313 -8.12e-03 6.20e-03 -4.32e-03 -7.44e-03 1.14e-02 1.68e-02 -3.26e-02
## 1314 -1.99e-04 1.15e-04 -3.74e-05 -5.37e-05 4.07e-04 -1.36e-04 -6.12e-04
## 1315 -2.44e-03 1.44e-03 -5.79e-04 -1.15e-03 5.41e-03 -1.78e-03 -8.32e-03
## 1316 3.46e-02 -4.56e-02 1.04e-03 8.39e-03 -5.65e-02 3.01e-02 7.38e-02
## 1317 -4.51e-02 5.54e-02 -5.83e-03 2.76e-03 4.59e-02 8.89e-03 -8.84e-02
## 1318 -1.68e-03 4.35e-03 1.46e-03 7.68e-03 -5.24e-03 -1.47e-03 1.23e-02
## 1319 2.63e-04 6.85e-04 3.90e-04 -7.42e-05 -4.22e-04 -1.11e-03 3.30e-03
## 1320 -6.88e-03 4.19e-03 -3.71e-03 7.38e-03 -3.87e-04 1.05e-02 -3.35e-02
## 1321 -1.83e-02 2.35e-02 -4.38e-03 -3.46e-03 1.65e-02 1.71e-02 -4.33e-02
## 1322 3.49e-03 -1.48e-03 2.52e-03 6.10e-03 -7.41e-03 -8.96e-03 1.84e-02
## 1323 -9.87e-03 6.46e-03 -1.38e-03 -6.14e-05 1.76e-02 -6.75e-03 -2.72e-02
## 1324 -1.74e-03 -2.25e-03 -2.91e-03 -5.90e-03 5.50e-03 1.08e-02 -2.03e-02
## 1325 6.17e-03 -1.03e-02 1.43e-03 3.43e-03 -9.89e-03 6.01e-03 2.53e-02
## 1326 1.67e-02 -2.33e-02 3.25e-03 8.43e-03 -2.01e-02 -1.15e-02 3.64e-02
## 1327 -9.89e-03 1.34e-02 -7.75e-04 8.00e-03 3.75e-03 -4.85e-04 -2.03e-02
## 1328 -4.28e-03 6.56e-04 -4.09e-03 -3.42e-03 3.37e-03 1.85e-02 -2.95e-02
## 1329 1.94e-04 -6.34e-04 7.26e-04 1.97e-03 -1.33e-04 -3.64e-03 4.84e-03
## 1330 -9.04e-03 3.61e-03 -7.85e-03 1.08e-02 -9.64e-03 3.81e-02 -6.37e-02
## 1331 9.95e-03 -1.73e-02 -1.82e-02 -1.17e-02 -4.43e-02 1.13e-01 -1.29e-01
## 1332 3.07e-03 -3.35e-03 4.71e-05 -1.27e-03 -4.16e-03 3.85e-03 7.37e-03
## 1333 -1.14e-03 7.18e-04 -8.09e-04 -1.42e-03 1.81e-03 2.77e-03 -5.77e-03
## 1334 -1.04e-02 8.45e-03 -1.86e-03 8.34e-04 1.49e-02 -2.56e-03 -2.68e-02
## 1335 2.56e-03 -3.69e-03 2.41e-03 4.40e-03 -9.02e-04 -1.35e-02 1.70e-02
## 1336 2.29e-04 7.18e-05 2.84e-04 -5.78e-04 4.84e-04 -1.12e-03 2.39e-03
## 1337 2.79e-04 -2.45e-03 -6.78e-04 -8.85e-04 1.16e-03 1.48e-03 -5.80e-03
## 1338 -1.17e-03 6.55e-03 1.27e-03 -8.90e-03 6.66e-03 -1.67e-03 1.81e-02
## 1339 -7.13e-04 7.01e-03 4.27e-03 8.32e-03 -2.80e-03 -1.83e-02 2.84e-02
## 1340 -8.73e-04 8.57e-04 -5.29e-04 -1.96e-03 2.30e-03 1.17e-03 -4.12e-03
## 1341 -6.14e-03 6.93e-03 -3.68e-03 -2.17e-04 7.42e-04 1.66e-02 -2.80e-02
## 1342 -2.62e-04 2.39e-04 -1.47e-04 -3.57e-04 5.08e-04 3.41e-04 -1.13e-03
## 1343 1.43e-03 -5.75e-03 -1.61e-03 -1.58e-02 1.41e-02 7.30e-04 -1.97e-02
## 1344 -1.67e-03 1.41e-03 -1.24e-03 1.85e-03 -1.57e-03 5.54e-03 -1.02e-02
## 1345 -3.83e-02 4.39e-02 -6.36e-03 4.44e-03 4.12e-02 8.60e-04 -8.59e-02
## 1346 -9.75e-03 1.05e-02 -1.68e-03 6.77e-03 7.50e-03 -4.16e-03 -2.75e-02
## 1347 1.05e-03 -4.34e-04 7.41e-04 6.28e-04 -1.47e-03 -1.89e-03 5.65e-03
## 1348 -4.71e-03 4.17e-03 -2.81e-04 -6.76e-04 8.58e-03 -3.84e-03 -1.10e-02
## 1349 -1.88e-03 5.07e-03 7.48e-04 1.83e-03 -1.05e-03 1.06e-04 7.89e-03
## 1350 -1.87e-02 2.86e-02 1.45e-04 4.88e-03 1.98e-02 -1.65e-02 -3.86e-02
## 1351 -6.92e-04 2.62e-03 5.73e-04 2.08e-03 -2.08e-03 1.65e-04 5.65e-03
## 1352 1.78e-03 -6.01e-03 -6.67e-03 4.51e-03 -2.05e-02 4.20e-02 -5.18e-02
## 1353 -5.20e-03 1.27e-02 -4.58e-03 -1.92e-03 -8.40e-03 2.89e-02 -3.83e-02
## 1354 -5.25e-03 6.72e-03 -3.79e-03 -4.36e-03 1.90e-03 1.88e-02 -2.71e-02
## 1355 2.50e-02 -3.90e-02 -1.20e-02 4.04e-03 -5.92e-02 7.83e-02 -9.90e-02
## 1356 -1.20e-02 4.82e-03 -9.66e-03 -2.14e-02 2.33e-02 3.78e-02 -6.86e-02
## 1357 -1.78e-02 2.10e-02 -3.97e-03 2.43e-03 1.32e-02 1.44e-02 -4.20e-02
## 1358 -1.69e-03 1.48e-03 -2.99e-04 1.48e-04 2.61e-03 -1.25e-03 -4.94e-03
## 1359 -6.16e-04 -2.40e-03 -1.89e-03 -4.03e-03 3.40e-03 6.82e-03 -1.32e-02
## 1360 1.03e-02 -3.96e-03 6.03e-03 2.27e-02 -2.93e-02 -1.95e-02 4.95e-02
## 1361 -1.18e-02 8.72e-03 -1.06e-03 2.64e-04 2.13e-02 -1.09e-02 -3.08e-02
## 1362 7.66e-04 6.21e-03 2.12e-03 6.06e-03 -1.05e-02 6.84e-05 2.15e-02
## 1363 5.01e-04 -5.76e-04 1.80e-04 -1.19e-04 -1.75e-04 -7.99e-04 1.58e-03
## 1364 3.14e-03 -3.88e-03 9.54e-04 7.24e-04 -2.64e-03 -3.91e-03 8.45e-03
## 1365 -2.51e-03 6.67e-03 -1.61e-03 4.02e-03 -6.65e-03 8.40e-03 -1.84e-02
## 1366 7.21e-03 -1.82e-02 2.90e-02 1.13e-01 -4.40e-02 -1.33e-01 1.91e-01
## 1367 -5.38e-03 4.10e-04 1.68e-03 2.24e-02 -1.15e-02 1.00e-02 4.32e-02
## 1368 -1.20e-03 -2.78e-04 1.34e-03 4.22e-03 -8.91e-04 -2.96e-03 5.62e-03
## 1369 8.94e-03 -1.03e-02 -4.13e-03 5.87e-04 -5.71e-03 3.74e-03 1.46e-02
## 1370 1.92e-03 -1.42e-02 1.29e-02 -3.37e-03 -1.29e-02 6.05e-03 2.62e-02
## 1371 8.17e-05 -6.07e-04 2.15e-04 -6.14e-04 9.72e-04 -8.63e-04 1.76e-03
## 1372 4.24e-03 3.66e-03 -7.41e-03 -8.37e-04 -2.28e-03 4.83e-03 -1.26e-02
## 1373 -3.14e-02 3.52e-03 2.97e-02 -1.37e-02 1.85e-02 1.39e-02 4.77e-02
## 1374 -2.26e-03 8.55e-04 1.03e-03 5.47e-04 2.94e-03 -1.89e-03 4.61e-03
## 1375 -1.97e-03 4.11e-03 6.16e-03 -3.96e-03 -4.76e-03 3.93e-03 1.92e-02
## 1376 1.91e-03 9.95e-03 -1.15e-02 -8.52e-03 1.73e-02 -1.07e-02 -2.81e-02
## 1377 8.87e-03 9.99e-04 -1.10e-02 -6.04e-03 3.02e-03 -8.83e-04 -1.59e-02
## 1378 7.39e-03 1.27e-04 -9.54e-03 1.51e-03 -6.82e-03 7.18e-03 -1.71e-02
## 1379 -1.72e-02 -3.26e-03 2.40e-02 3.04e-04 1.65e-03 -3.89e-03 2.56e-02
## 1380 -8.99e-03 3.13e-03 5.08e-03 3.97e-04 1.05e-02 -5.25e-03 1.55e-02
## 1381 -2.26e-03 9.05e-03 -3.07e-03 1.54e-03 4.80e-03 -6.13e-03 -1.26e-02
## 1382 -6.51e-04 3.77e-02 -3.51e-02 6.71e-03 2.95e-02 -1.48e-02 -6.27e-02
## 1383 5.75e-05 -2.70e-03 8.22e-04 -1.16e-03 4.03e-03 -4.56e-03 7.64e-03
## 1384 -1.25e-02 -1.10e-02 2.11e-02 -9.86e-03 1.13e-02 -4.27e-03 3.34e-02
## 1385 -5.65e-03 2.99e-03 7.11e-03 9.95e-03 -9.45e-03 2.38e-03 1.56e-02
## 1386 -1.62e-02 9.72e-03 2.04e-02 1.40e-03 -3.58e-03 4.38e-04 2.94e-02
## 1387 -6.02e-03 -1.74e-03 7.63e-03 -5.43e-03 9.14e-03 -5.70e-03 1.42e-02
## 1388 -2.10e-03 -7.18e-03 5.57e-03 -5.83e-03 3.23e-04 9.60e-03 1.70e-02
## 1389 -1.91e-02 -4.89e-03 2.35e-02 5.04e-03 1.90e-03 3.94e-04 3.26e-02
## 1390 -3.48e-02 -1.44e-02 3.84e-02 6.18e-02 5.52e-04 -5.09e-02 1.03e-01
## 1391 -1.80e-03 6.01e-03 -2.17e-03 -5.88e-03 1.40e-02 -1.45e-02 -2.14e-02
## 1392 -1.78e-02 4.71e-03 2.03e-02 -6.18e-03 9.98e-03 -3.36e-03 2.74e-02
## 1393 -6.52e-02 2.19e-02 4.36e-02 1.87e-02 3.92e-02 -1.27e-02 9.02e-02
## 1394 1.00e-02 -2.67e-03 -1.60e-02 -6.31e-03 1.42e-02 4.14e-04 3.21e-02
## 1395 9.58e-04 -7.16e-03 3.47e-03 2.79e-03 -5.50e-03 3.49e-03 1.31e-02
## 1396 9.45e-03 -1.75e-02 6.36e-03 2.09e-02 -3.29e-02 -6.25e-03 -4.24e-02
## 1397 -8.76e-03 2.14e-03 6.39e-03 6.03e-03 -3.88e-03 5.72e-03 -1.61e-02
## 1398 -6.35e-03 -2.59e-02 3.36e-02 2.55e-02 -5.48e-02 1.43e-02 -7.00e-02
## 1399 -3.32e-03 2.63e-02 -8.59e-03 1.27e-03 5.27e-03 -1.79e-03 3.08e-02
## 1400 7.88e-03 -3.96e-02 2.63e-02 -1.51e-02 -3.10e-02 1.88e-02 -6.20e-02
## 1401 1.08e-02 -4.80e-02 1.37e-02 -7.24e-04 -1.40e-02 -5.71e-04 -5.23e-02
## 1402 -1.71e-02 -1.24e-02 3.14e-02 2.63e-02 -3.67e-02 1.01e-02 -5.31e-02
## 1403 -1.27e-02 -2.49e-02 2.70e-02 -3.88e-03 8.55e-04 -2.63e-03 -4.08e-02
## 1404 6.96e-04 -1.45e-02 6.98e-03 2.84e-02 -2.29e-02 -9.84e-03 -3.70e-02
## 1405 -4.56e-02 1.02e-02 4.57e-02 4.88e-02 -4.36e-02 1.96e-02 -8.50e-02
## 1406 7.42e-03 -8.48e-03 -4.34e-03 7.31e-03 -7.95e-03 1.86e-03 1.62e-02
## 1407 -1.43e-03 -9.26e-04 1.92e-03 1.80e-03 -1.06e-03 -5.62e-04 -3.39e-03
## 1408 -1.69e-03 9.32e-03 -2.93e-03 -7.16e-03 2.76e-02 -3.16e-02 4.09e-02
## 1409 2.48e-02 -3.94e-02 -1.11e-02 2.25e-02 -1.79e-02 -1.96e-02 -5.59e-02
## 1410 1.66e-02 -2.15e-02 -8.32e-03 1.73e-02 -1.70e-02 -1.02e-02 -3.45e-02
## 1411 7.72e-03 -1.18e-02 -7.54e-03 2.33e-02 -1.29e-02 -9.04e-03 -3.40e-02
## 1412 6.01e-03 -9.22e-03 -5.80e-03 6.46e-03 -2.70e-03 -2.62e-03 -1.78e-02
## 1413 1.26e-02 -1.22e-02 -8.44e-03 1.29e-02 -1.25e-02 -6.71e-03 -2.38e-02
## 1414 8.56e-03 -8.28e-03 -8.37e-03 1.43e-02 -8.20e-03 -7.97e-03 -2.42e-02
## 1415 2.13e-03 -6.63e-03 -2.91e-03 7.31e-03 2.45e-04 -6.52e-03 -1.75e-02
## 1416 4.32e-04 8.03e-05 -5.73e-04 -2.55e-03 1.59e-03 1.11e-03 2.88e-03
## 1417 -1.74e-04 -1.10e-02 7.02e-03 -3.88e-03 1.75e-03 -1.76e-03 1.71e-02
## 1418 9.05e-04 3.44e-04 -1.05e-03 -8.97e-04 3.67e-04 -4.63e-04 -2.61e-03
## 1419 2.68e-03 -6.14e-04 -3.18e-03 2.10e-03 -1.84e-03 -3.58e-04 -4.67e-03
## 1420 -5.94e-03 7.82e-03 3.92e-03 -3.24e-03 3.92e-03 1.06e-03 1.15e-02
## 1421 1.44e-02 -6.66e-03 -1.27e-02 2.38e-02 -2.72e-02 2.34e-03 -3.63e-02
## 1422 -1.67e-02 2.28e-02 5.76e-03 9.75e-04 9.94e-03 9.42e-04 2.54e-02
## 1423 -7.63e-03 2.05e-02 2.26e-03 3.66e-02 -2.69e-02 3.72e-04 4.66e-02
## 1424 3.27e-03 -1.10e-02 4.02e-03 4.02e-03 -8.49e-03 1.99e-03 1.58e-02
## 1425 -2.47e-03 8.47e-04 2.93e-03 -1.27e-03 9.58e-04 7.73e-04 4.73e-03
## 1426 1.43e-02 -1.82e-02 -6.53e-03 1.01e-02 -2.41e-02 2.27e-02 3.84e-02
## 1427 -1.38e-03 2.66e-03 6.50e-04 -3.36e-03 7.75e-05 6.42e-03 8.80e-03
## 1428 2.86e-03 -9.56e-03 2.00e-03 5.04e-03 -4.31e-03 -6.87e-03 -1.47e-02
## 1429 7.17e-02 -1.80e-02 -3.25e-02 -3.84e-02 2.95e-02 -1.52e-01 -2.29e-01
## 1430 -4.19e-03 1.70e-03 5.54e-03 6.08e-04 -2.31e-03 -2.52e-04 -8.65e-03
## 1431 -1.55e-02 3.94e-03 1.62e-02 3.46e-02 -1.19e-02 -2.89e-02 -4.52e-02
## 1432 4.16e-04 2.31e-06 6.54e-04 3.46e-03 -1.37e-03 -7.16e-03 -9.84e-03
## 1433 6.21e-04 4.47e-04 1.55e-03 -8.37e-03 -3.47e-03 1.44e-02 1.80e-02
## 1434 -1.55e-02 -2.63e-02 3.55e-02 1.25e-02 -1.85e-02 -5.41e-03 -5.04e-02
## 1435 5.16e-04 -2.45e-03 -1.13e-03 -4.61e-03 -9.97e-05 1.26e-02 1.58e-02
## 1436 -5.32e-03 -2.49e-03 2.47e-02 -2.93e-02 -2.36e-02 3.35e-02 -7.60e-02
## 1437 1.79e-04 4.06e-04 7.19e-05 -1.40e-03 -1.06e-03 2.38e-03 -3.57e-03
## 1438 -6.39e-03 5.94e-03 4.62e-03 1.46e-03 4.92e-05 2.49e-03 9.53e-03
## 1439 -2.87e-04 6.76e-03 -2.02e-03 -4.73e-03 5.11e-05 1.05e-02 1.87e-02
## 1440 1.50e-02 -3.08e-03 -1.25e-02 -1.30e-02 4.06e-03 -6.17e-03 -2.80e-02
## 1441 7.44e-04 1.60e-04 -5.60e-04 -3.40e-03 9.54e-04 2.82e-03 4.71e-03
## 1442 1.89e-02 -1.07e-02 -1.78e-02 5.05e-02 -3.64e-02 -2.47e-03 6.59e-02
## 1443 5.65e-04 1.23e-04 -1.18e-03 1.24e-03 -3.74e-04 3.96e-04 2.68e-03
## 1444 4.00e-02 -2.70e-02 -3.61e-02 -8.52e-03 -5.99e-03 2.04e-02 5.64e-02
## 1445 -7.71e-02 4.95e-02 7.44e-02 2.37e-02 1.45e-02 -6.09e-02 -1.12e-01
## 1446 1.98e-03 -1.52e-03 -1.12e-03 6.39e-03 -6.72e-03 2.40e-03 9.37e-03
## 1447 8.44e-03 -1.48e-03 -1.31e-02 7.22e-03 -5.40e-03 9.06e-03 2.16e-02
## 1448 2.09e-02 -2.10e-02 1.45e-02 -1.06e-02 -6.25e-02 3.39e-02 -9.94e-02
## 1449 -2.19e-02 1.18e-02 2.74e-02 -2.86e-03 -1.50e-03 -9.32e-03 -4.28e-02
## 1450 -9.35e-04 1.15e-03 2.90e-03 1.91e-02 -1.08e-02 -1.60e-02 -2.50e-02
## 1451 -6.60e-06 -1.91e-05 2.04e-05 -1.44e-05 1.35e-05 -6.17e-06 4.87e-05
## 1452 -8.79e-03 7.83e-04 1.61e-02 2.02e-02 -1.08e-02 -2.89e-02 -4.26e-02
## 1453 5.82e-03 -7.99e-03 -2.53e-03 1.65e-04 -2.88e-03 -1.42e-03 -1.02e-02
## 1454 8.11e-02 -1.83e-02 -1.03e-01 4.56e-03 -2.08e-02 5.93e-02 1.25e-01
## 1455 -2.90e-04 -2.28e-03 1.90e-03 4.41e-03 -1.69e-03 -6.13e-03 -8.22e-03
## 1456 1.03e-02 -2.24e-03 -1.13e-02 -1.03e-03 -1.88e-03 4.90e-03 1.41e-02
## 1457 3.19e-02 -1.94e-02 -3.19e-02 1.65e-02 -3.43e-02 4.30e-02 6.78e-02
## 1458 3.22e-03 -2.05e-03 -3.30e-03 1.14e-02 -6.28e-03 -8.00e-03 -1.68e-02
## 1459 -7.81e-03 -1.51e-02 2.02e-02 1.58e-02 -1.27e-02 -1.79e-02 -3.89e-02
## 1460 -4.43e-04 1.10e-02 -4.83e-03 1.38e-02 -1.12e-02 5.33e-03 2.16e-02
## 1461 -9.23e-04 4.38e-04 9.33e-04 1.00e-03 -1.65e-04 -4.48e-04 2.15e-03
## 1462 -1.18e-02 -1.46e-02 1.77e-02 -1.19e-02 1.30e-02 7.66e-03 4.40e-02
## 1463 4.85e-02 -4.12e-02 -3.44e-02 4.65e-02 -5.53e-02 1.46e-02 8.63e-02
## 1464 3.12e-04 -9.83e-05 -3.70e-04 1.52e-04 -1.28e-04 8.58e-05 4.69e-04
## 1465 -6.14e-03 -8.78e-03 1.24e-02 1.05e-02 -8.33e-03 -7.20e-03 -2.29e-02
## 1466 7.94e-03 -2.19e-03 -6.03e-03 1.32e-02 -1.10e-02 -1.06e-02 -2.27e-02
## 1467 -1.97e-03 -1.08e-02 7.98e-03 1.10e-02 -5.92e-03 -1.17e-02 -2.22e-02
## 1468 2.65e-03 -3.32e-02 2.08e-02 -8.80e-03 -8.76e-03 -1.02e-02 -5.17e-02
## 1469 7.41e-03 1.22e-02 -1.26e-02 2.97e-03 -8.80e-04 -1.95e-03 2.45e-02
## 1470 7.29e-04 5.99e-04 -2.72e-03 4.52e-03 1.28e-03 -6.27e-03 -9.28e-03
## 1471 7.63e-03 6.69e-03 -6.20e-03 -2.21e-03 -7.71e-03 7.61e-03 2.71e-02
## 1472 1.09e-02 -2.14e-02 3.61e-03 2.05e-02 -3.31e-02 1.13e-02 3.95e-02
## 1473 -4.94e-04 -8.80e-04 -8.46e-04 4.60e-04 2.69e-03 3.65e-04 7.89e-03
## 1474 2.18e-03 -5.79e-03 4.20e-04 -2.51e-03 7.76e-04 -1.55e-03 -7.65e-03
## 1475 -6.55e-03 -4.85e-03 1.39e-02 5.16e-03 -9.14e-03 -5.84e-03 -2.58e-02
## 1476 5.86e-03 -2.43e-02 7.61e-03 8.46e-03 -1.19e-02 -1.01e-02 -3.23e-02
## 1477 1.90e-03 -1.52e-03 -1.50e-03 5.14e-03 -3.80e-03 -2.93e-03 -8.04e-03
## 1478 7.98e-05 -2.93e-04 7.82e-05 1.19e-04 -2.01e-04 -5.23e-05 -4.10e-04
## 1479 1.88e-02 -8.69e-03 -1.43e-02 1.71e-02 -2.01e-02 -1.08e-02 -3.85e-02
## 1480 -1.39e-03 -6.74e-05 1.07e-03 1.44e-03 1.35e-05 2.30e-04 3.41e-03
## 1481 -2.96e-03 1.02e-02 -5.37e-04 -2.64e-03 1.91e-03 2.93e-03 1.31e-02
## 1482 -3.98e-03 -4.09e-03 1.08e-02 1.78e-02 -1.23e-02 -1.81e-02 -2.99e-02
## 1483 -7.96e-03 1.18e-02 3.49e-03 7.82e-03 -2.51e-03 1.93e-03 1.75e-02
## 1484 1.27e-02 1.01e-02 -1.26e-02 -1.79e-02 -4.26e-03 2.30e-02 4.51e-02
## 1485 -2.62e-03 -8.43e-03 6.87e-03 1.09e-02 -6.81e-03 -6.98e-03 -1.88e-02
## 1486 -1.79e-03 1.15e-02 -3.11e-03 -3.96e-03 1.14e-03 8.49e-03 1.72e-02
## 1487 5.63e-03 -1.87e-02 5.66e-03 5.25e-02 -4.46e-02 -1.68e-02 -6.41e-02
## 1488 1.34e-03 -4.42e-04 -4.82e-03 -6.38e-04 5.87e-03 1.36e-03 1.51e-02
## 1489 6.47e-03 -8.84e-03 -2.30e-03 6.68e-03 -7.91e-03 -4.03e-05 1.35e-02
## 1490 1.18e-02 1.06e-03 -1.58e-02 -2.07e-03 1.56e-03 9.36e-04 -1.60e-02
## 1491 1.34e-03 1.23e-03 -2.33e-03 -4.62e-04 4.16e-04 1.77e-03 5.52e-03
## 1492 1.13e-02 -1.60e-02 1.09e-03 -1.05e-02 -1.24e-02 2.13e-02 3.61e-02
## 1493 3.15e-04 -1.90e-04 -7.62e-04 4.57e-04 7.00e-05 9.35e-05 -1.57e-03
## 1494 -6.97e-03 5.91e-04 9.84e-03 -2.48e-03 1.25e-02 -1.65e-02 2.84e-02
## 1495 -9.96e-03 2.15e-02 -3.01e-03 1.55e-02 1.10e-02 -1.46e-02 4.04e-02
## 1496 -1.07e-02 4.54e-03 1.37e-03 3.58e-02 6.19e-03 -2.72e-02 5.92e-02
## 1497 -5.27e-02 6.21e-02 3.43e-02 6.39e-02 7.92e-02 -1.92e-01 2.12e-01
## 1498 -3.56e-04 2.17e-03 1.17e-03 2.06e-03 -2.37e-03 -1.39e-03 6.67e-03
## 1499 2.71e-02 -1.08e-02 -2.93e-02 4.48e-03 -2.97e-03 2.69e-03 3.94e-02
## 1500 5.69e-03 -9.75e-04 -3.71e-03 9.67e-03 -1.28e-02 4.93e-03 1.83e-02
## 1501 2.62e-02 -3.59e-03 -3.13e-02 -7.78e-03 3.14e-03 1.10e-02 4.01e-02
## 1502 1.34e-03 -9.91e-03 7.17e-03 1.15e-02 -8.43e-03 -1.02e-02 2.34e-02
## 1503 -7.97e-03 -6.01e-03 1.50e-02 -6.39e-03 1.30e-02 -1.65e-02 3.05e-02
## 1504 1.82e-03 2.37e-02 3.80e-04 5.11e-02 -2.69e-02 -4.31e-02 8.07e-02
## 1505 2.59e-03 3.97e-04 -4.38e-03 -2.58e-03 3.96e-03 6.74e-04 8.46e-03
## 1506 -1.79e-02 3.25e-02 7.71e-03 -1.44e-02 5.19e-02 -5.74e-02 8.03e-02
## 1507 9.25e-03 8.04e-03 -1.21e-02 -1.65e-02 2.02e-02 -1.35e-02 3.74e-02
## 1508 -3.61e-04 2.11e-03 8.44e-04 -2.39e-03 5.46e-03 -6.64e-03 1.28e-02
## 1509 -9.37e-03 -2.12e-02 3.35e-02 3.88e-02 -1.94e-02 -4.67e-02 7.33e-02
## 1510 2.09e-02 -1.07e-02 -1.23e-02 -1.33e-02 1.02e-02 -1.84e-02 4.10e-02
## 1511 5.98e-04 4.53e-03 1.08e-03 3.27e-03 -9.38e-04 -9.14e-03 1.66e-02
## 1512 -4.24e-03 6.96e-03 -2.06e-03 -3.02e-02 1.96e-02 1.72e-02 -3.49e-02
## 1513 -2.01e-02 5.31e-02 -1.76e-02 5.65e-02 1.18e-02 -2.99e-02 9.47e-02
## 1514 7.18e-04 2.54e-03 -6.73e-03 8.95e-03 -1.62e-02 2.55e-02 -3.42e-02
## 1515 -8.88e-04 -1.10e-03 7.17e-04 4.36e-03 5.19e-04 -3.60e-03 8.59e-03
## 1516 -1.54e-02 -9.40e-03 2.39e-02 2.20e-02 -2.07e-03 -2.42e-02 4.44e-02
## 1517 5.89e-03 -5.30e-03 7.29e-04 7.11e-03 -9.27e-03 -9.96e-04 2.87e-02
## 1518 -1.72e-02 -4.08e-03 1.69e-02 1.83e-02 2.73e-02 -5.02e-02 6.97e-02
## 1519 2.62e-03 6.33e-03 -1.66e-02 -1.11e-02 5.08e-02 -3.93e-02 7.03e-02
## 1520 -5.52e-03 3.92e-03 4.42e-03 1.88e-04 7.74e-03 -6.10e-03 2.05e-02
## 1521 2.96e-04 -4.94e-04 4.09e-04 -6.39e-04 2.97e-04 -8.52e-04 1.89e-03
## 1522 -3.45e-02 1.73e-02 3.11e-02 1.20e-02 3.23e-02 -5.05e-02 6.96e-02
## 1523 2.59e-02 -1.60e-02 -2.15e-02 1.12e-02 -1.22e-02 -2.63e-03 3.45e-02
## 1524 4.75e-02 -1.77e-02 -5.54e-02 2.67e-02 -1.06e-02 -3.26e-03 7.96e-02
## 1525 3.25e-02 -2.25e-02 -2.46e-02 -1.84e-02 7.22e-03 -6.49e-04 4.40e-02
## 1526 5.87e-04 -3.83e-03 5.87e-04 9.46e-04 -2.44e-03 1.89e-03 -6.89e-03
## 1527 4.88e-03 -1.14e-02 3.86e-03 -1.66e-02 1.97e-02 -2.17e-02 3.87e-02
## 1528 2.82e-03 -4.14e-04 -5.42e-03 8.21e-04 -1.52e-04 3.01e-03 -8.33e-03
## 1529 -4.91e-03 2.08e-03 1.06e-03 -6.32e-03 1.72e-02 -8.40e-03 2.08e-02
## 1530 -8.83e-04 -1.81e-03 5.42e-04 6.53e-04 1.38e-03 2.12e-03 1.05e-02
## 1531 1.48e-04 -8.58e-04 9.32e-04 -9.13e-04 1.85e-04 -5.89e-04 2.52e-03
## 1532 6.70e-04 -3.54e-03 1.07e-03 -2.23e-03 3.10e-03 -2.42e-03 8.01e-03
## 1533 4.38e-03 -2.47e-03 -4.46e-03 -4.89e-03 1.36e-02 -1.19e-02 2.75e-02
## 1534 -5.23e-03 3.54e-04 1.12e-02 3.64e-03 1.27e-02 -3.41e-02 4.19e-02
## 1535 -1.77e-02 1.08e-02 1.33e-02 1.43e-02 6.22e-03 -1.32e-02 3.11e-02
## 1536 -2.73e-03 4.59e-03 3.30e-03 -6.04e-04 1.37e-03 -2.96e-03 1.18e-02
## 1537 1.85e-02 -9.49e-03 -1.74e-02 -1.27e-02 6.93e-03 4.23e-03 2.78e-02
## 1538 -1.47e-02 -6.23e-03 1.03e-02 1.57e-02 1.98e-02 -2.10e-02 6.14e-02
## 1539 -1.40e-02 2.43e-02 4.17e-03 1.22e-02 6.98e-03 -1.42e-02 3.20e-02
## 1540 -9.90e-03 -4.68e-04 1.06e-02 2.30e-03 2.04e-03 2.66e-03 2.08e-02
## 1541 1.50e-03 -8.17e-04 -1.14e-03 -1.36e-05 -2.96e-04 -1.53e-04 2.05e-03
## 1542 1.91e-02 -1.11e-02 -2.68e-02 3.93e-03 1.71e-02 -6.89e-03 6.40e-02
## 1543 1.43e-02 -7.52e-03 -1.03e-02 -1.57e-02 2.12e-02 -1.85e-02 4.72e-02
## 1544 -6.09e-03 1.27e-02 2.52e-03 2.59e-02 -1.45e-02 -7.18e-03 2.97e-02
## 1545 8.18e-03 -4.74e-03 -6.13e-03 1.96e-02 -7.82e-03 -1.57e-02 2.93e-02
## 1546 -1.42e-02 1.52e-02 9.32e-03 4.39e-03 1.09e-02 -1.39e-02 2.64e-02
## 1547 -1.33e-03 4.07e-04 1.87e-03 5.76e-04 2.46e-03 -4.11e-03 8.22e-03
## 1548 5.84e-02 -1.23e-02 -8.34e-02 -7.51e-03 2.81e-02 1.01e-02 1.12e-01
## 1549 6.83e-03 -1.12e-03 -5.67e-03 2.39e-03 -6.61e-04 -7.62e-03 1.18e-02
## 1550 4.00e-03 -8.78e-05 -3.55e-04 -4.01e-03 -2.50e-03 1.06e-03 1.36e-02
## 1551 -4.78e-03 -1.18e-03 5.37e-03 7.57e-03 4.38e-04 -6.58e-03 1.40e-02
## 1552 1.70e-02 7.11e-03 -3.90e-02 3.74e-02 7.10e-03 -1.92e-02 7.72e-02
## 1553 2.62e-03 -1.20e-03 -1.05e-03 -3.10e-03 4.16e-03 -4.36e-03 1.31e-02
## 1554 -4.53e-03 1.26e-03 3.06e-03 -2.58e-03 3.09e-03 2.76e-03 -7.23e-03
## 1555 -2.14e-03 -3.72e-03 6.75e-03 -9.18e-03 -3.54e-03 1.03e-02 -1.86e-02
## 1556 -1.35e-02 1.99e-02 7.24e-03 2.18e-03 6.66e-03 -5.08e-03 2.53e-02
## 1557 8.04e-03 3.20e-03 -7.97e-03 -1.80e-02 1.13e-02 1.01e-03 2.60e-02
## 1558 -6.06e-03 1.22e-02 5.17e-03 4.45e-03 8.55e-04 -8.69e-03 2.33e-02
## 1559 -2.83e-04 4.95e-03 7.24e-04 -1.05e-03 1.23e-02 -2.21e-02 2.86e-02
## 1560 -5.35e-03 -5.24e-03 -1.15e-02 -4.58e-02 3.27e-02 4.73e-02 -8.15e-02
## 1561 -6.51e-03 3.21e-03 4.77e-03 1.51e-03 9.51e-04 8.30e-04 -7.52e-03
## 1562 7.98e-04 -3.66e-03 2.41e-03 -2.23e-03 -9.12e-04 -3.81e-03 -1.38e-02
## 1563 -9.04e-03 2.79e-02 -4.25e-03 1.39e-02 -3.59e-03 2.82e-03 3.32e-02
## 1564 -1.57e-04 1.62e-03 -1.78e-04 -1.35e-03 2.58e-05 1.79e-03 3.45e-03
## 1565 -2.77e-04 2.72e-04 2.86e-04 -3.13e-04 3.79e-04 -5.03e-05 1.07e-03
## 1566 4.78e-03 -4.69e-03 -1.30e-03 -9.33e-03 -1.13e-03 1.02e-02 1.47e-02
## 1567 -1.40e-03 5.18e-04 -6.03e-04 -5.40e-03 3.82e-03 9.85e-03 1.69e-02
## 1568 5.33e-03 1.47e-03 5.72e-03 6.36e-02 -3.93e-02 -6.71e-02 -1.03e-01
## 1569 1.92e-02 3.08e-03 -2.45e-02 -6.39e-03 -1.01e-02 3.20e-02 4.42e-02
## 1570 1.98e-02 -2.64e-02 -9.80e-03 1.52e-02 -1.59e-02 -1.22e-02 -3.91e-02
## 1571 1.20e-03 3.66e-05 -3.08e-03 -4.63e-03 4.30e-03 4.16e-03 9.04e-03
## 1572 8.78e-04 3.06e-02 -3.09e-02 1.45e-02 2.58e-02 -2.79e-02 -6.02e-02
## 1573 -3.34e-02 1.23e-02 3.69e-02 3.04e-02 -2.19e-02 -1.34e-02 -6.31e-02
## 1574 -1.97e-02 8.90e-03 2.03e-02 3.19e-03 1.62e-02 -3.45e-02 -4.14e-02
## 1575 -4.41e-03 1.20e-02 -1.20e-03 -1.48e-04 8.13e-03 -6.72e-03 1.55e-02
## 1576 2.39e-03 -4.70e-03 9.59e-04 3.49e-03 -5.25e-03 -2.50e-03 -8.48e-03
## 1577 -7.17e-03 -1.48e-03 1.28e-02 6.84e-03 -4.16e-03 -1.25e-02 -2.02e-02
## 1578 2.41e-04 -2.19e-05 -1.94e-04 2.27e-04 -2.38e-04 -2.59e-04 -6.08e-04
## 1579 1.03e-03 -2.74e-03 2.06e-03 5.72e-04 -1.36e-03 -6.46e-03 -1.13e-02
## 1580 -1.27e-02 -1.23e-02 3.34e-02 2.72e-02 -3.67e-02 -1.51e-02 -6.43e-02
## 1581 -2.57e-07 7.85e-04 -4.83e-04 1.16e-04 2.59e-05 5.33e-04 1.38e-03
## 1582 -9.32e-03 1.26e-02 1.03e-03 -4.00e-03 1.99e-02 -9.75e-03 2.79e-02
## 1583 1.97e-03 -3.46e-04 -1.84e-03 1.31e-03 -1.17e-03 -2.45e-03 -5.90e-03
## 1584 7.66e-03 -3.58e-03 2.37e-03 -4.28e-02 1.13e-02 4.47e-03 -6.11e-02
## 1585 9.42e-03 -9.15e-03 -4.28e-03 9.71e-03 -1.07e-02 -9.84e-03 -2.39e-02
## 1586 -1.12e-04 7.14e-03 -5.07e-03 3.14e-03 8.63e-04 -1.51e-03 -1.12e-02
## 1587 -1.90e-02 3.39e-02 3.57e-03 1.13e-02 3.47e-03 1.40e-03 3.76e-02
## 1588 4.32e-03 -7.17e-03 -2.03e-03 6.58e-03 -1.35e-03 -1.17e-02 -1.74e-02
## 1589 4.18e-02 5.40e-03 -6.19e-02 1.12e-02 -3.34e-03 -2.75e-04 -6.88e-02
## 1590 -2.73e-04 -3.31e-03 2.87e-03 2.92e-03 -7.32e-03 2.77e-03 -1.28e-02
## 1591 -5.68e-04 4.44e-04 6.66e-04 1.19e-03 -1.17e-03 -3.65e-04 -2.39e-03
## 1592 3.23e-03 -4.91e-03 -1.18e-03 -9.59e-04 -4.22e-03 4.06e-03 -9.84e-03
## 1593 -2.60e-02 1.57e-02 1.29e-02 1.07e-03 9.63e-03 1.21e-02 -3.62e-02
## 1594 -1.15e-04 1.12e-05 -6.81e-04 -5.41e-04 1.16e-03 5.02e-04 -2.23e-03
## 1595 2.39e-02 -7.68e-03 -1.17e-02 1.16e-02 -1.26e-02 -2.80e-02 4.80e-02
## 1596 2.92e-02 -1.67e-02 -1.16e-02 6.06e-04 -2.00e-02 -8.81e-03 4.28e-02
## 1597 -4.24e-03 -1.05e-03 3.16e-03 -3.07e-03 5.47e-03 2.75e-03 1.17e-02
## 1598 -7.70e-04 1.47e-03 -1.86e-04 -4.39e-05 1.07e-03 -9.57e-04 -2.72e-03
## 1599 1.46e-02 -8.85e-03 -7.21e-03 -1.56e-05 -1.34e-02 9.06e-03 2.38e-02
## 1600 -8.24e-04 -8.16e-04 1.47e-03 8.11e-04 -2.90e-04 -4.53e-04 2.61e-03
## 1601 3.68e-03 -1.82e-03 -3.81e-03 -1.44e-02 1.07e-02 -5.05e-04 -1.62e-02
## 1602 3.84e-03 -9.34e-03 5.32e-03 -9.53e-03 -3.17e-04 -3.71e-04 1.80e-02
## 1603 4.34e-03 -4.45e-03 -1.96e-03 -1.54e-03 -1.82e-03 2.09e-03 6.71e-03
## 1604 -6.13e-04 -1.38e-02 9.94e-03 -1.55e-02 3.51e-03 9.68e-03 2.70e-02
## 1605 -5.95e-03 1.38e-02 3.86e-03 1.88e-03 -1.77e-03 2.04e-03 2.47e-02
## 1606 -1.12e-02 2.74e-02 -6.40e-03 1.81e-02 -2.66e-03 -1.14e-04 -3.72e-02
## 1607 4.30e-03 -6.73e-03 4.92e-04 -1.03e-02 2.93e-04 7.66e-03 1.45e-02
## 1608 -3.40e-03 4.82e-05 3.13e-03 -5.68e-03 5.73e-03 3.74e-03 1.35e-02
## 1609 -3.43e-03 4.36e-03 4.44e-03 -2.50e-03 1.73e-03 -1.80e-03 1.14e-02
## 1610 -1.18e-03 -2.10e-02 1.76e-02 -3.68e-02 1.15e-02 2.02e-02 5.56e-02
## 1611 -2.67e-03 4.02e-03 9.58e-04 6.04e-03 -3.28e-03 -2.28e-03 -9.66e-03
## 1612 5.30e-03 -1.20e-02 2.41e-03 1.70e-03 -5.22e-03 -1.21e-03 1.73e-02
## 1613 -2.22e-03 7.63e-03 -2.99e-03 4.09e-03 5.45e-04 -1.39e-03 -1.12e-02
## 1614 -4.62e-03 5.10e-03 2.16e-03 1.30e-04 2.21e-03 1.49e-03 7.04e-03
## 1615 -2.93e-03 3.85e-03 7.24e-04 3.36e-03 -2.74e-04 -1.14e-03 -5.48e-03
## 1616 1.06e-02 -1.21e-02 -1.60e-03 -7.83e-03 -8.51e-03 1.11e-02 2.05e-02
## 1617 -2.07e-02 5.15e-02 5.99e-03 -2.81e-03 8.20e-03 -3.52e-03 6.33e-02
## 1618 -3.14e-04 -3.28e-03 5.45e-03 -3.22e-03 -3.00e-03 3.45e-03 1.34e-02
## 1619 -5.63e-04 2.38e-03 7.05e-04 -6.25e-03 3.53e-03 1.83e-03 8.95e-03
## 1620 1.35e-03 -1.83e-03 -2.12e-03 -1.32e-02 1.36e-02 4.05e-05 1.90e-02
## 1621 5.19e-02 -2.68e-02 -3.89e-02 -2.13e-02 -1.21e-02 1.64e-02 5.75e-02
## 1622 -1.21e-03 -1.04e-03 1.32e-03 6.68e-03 -5.00e-04 -5.82e-03 9.99e-03
## 1623 4.65e-04 -7.25e-03 2.56e-04 1.00e-03 5.49e-04 6.49e-04 -1.28e-02
## 1624 4.29e-05 -2.50e-03 6.04e-04 3.85e-04 3.47e-04 -1.36e-03 -4.54e-03
## 1625 -2.39e-03 -8.87e-03 4.22e-03 -2.75e-02 1.84e-02 1.72e-02 3.96e-02
## 1626 -1.74e-02 2.68e-02 4.83e-03 1.81e-03 1.07e-02 4.52e-04 3.03e-02
## 1627 4.67e-03 6.63e-04 -2.82e-03 -1.80e-03 -3.49e-03 3.16e-03 1.21e-02
## 1628 -2.67e-03 3.45e-03 8.54e-04 -4.85e-04 2.61e-03 -1.64e-03 -4.68e-03
## 1629 1.10e-02 -1.86e-02 -4.58e-06 4.96e-04 -4.00e-03 -8.08e-03 2.33e-02
## 1630 -1.76e-03 1.24e-03 1.07e-03 9.59e-04 3.90e-04 -5.80e-04 -2.09e-03
## 1631 4.47e-03 -5.38e-03 -5.28e-03 -1.14e-02 9.05e-03 6.95e-03 1.96e-02
## 1632 2.20e-03 -7.93e-03 2.10e-03 -7.78e-03 2.44e-03 6.72e-03 2.04e-02
## 1633 -2.85e-02 2.12e-02 1.77e-02 -1.35e-03 1.47e-02 -2.36e-04 -3.03e-02
## 1634 9.96e-03 -2.06e-02 3.70e-03 -1.69e-02 3.41e-03 1.32e-03 3.14e-02
## 1635 -3.26e-03 3.01e-03 -3.87e-03 -1.57e-02 1.81e-02 1.38e-02 3.55e-02
## 1636 1.87e-04 -1.67e-03 7.95e-04 8.11e-04 -5.80e-04 -1.59e-04 4.01e-03
## 1637 6.63e-03 -8.17e-04 -1.01e-02 -1.11e-03 8.04e-04 2.72e-03 -1.32e-02
## 1638 -1.76e-03 1.40e-03 6.11e-03 -8.21e-03 4.97e-04 2.60e-03 1.72e-02
## 1639 2.97e-03 -6.28e-03 -1.09e-03 -9.01e-03 1.11e-02 -3.88e-03 2.07e-02
## 1640 -2.45e-03 9.83e-04 4.54e-03 -3.91e-03 1.64e-03 6.51e-04 1.08e-02
## 1641 9.10e-03 -1.68e-02 4.05e-03 6.41e-03 -1.61e-02 1.92e-03 2.73e-02
## 1642 -1.81e-04 9.16e-05 5.03e-04 -1.10e-03 1.40e-04 1.18e-03 2.60e-03
## 1643 2.07e-02 1.86e-02 -4.23e-02 1.34e-03 3.57e-03 2.41e-02 6.08e-02
## 1644 1.15e-02 -1.29e-02 4.03e-04 -8.21e-03 -3.15e-03 -2.66e-03 2.67e-02
## 1645 -4.28e-03 4.59e-03 1.34e-03 -2.66e-03 6.44e-03 -1.46e-06 9.50e-03
## 1646 1.20e-03 2.16e-03 -2.62e-03 -5.61e-04 3.06e-04 1.15e-04 -4.84e-03
## 1647 -4.05e-04 5.67e-03 2.00e-03 -6.33e-03 2.97e-04 1.80e-03 1.66e-02
## 1648 1.30e-03 -2.88e-03 -4.81e-03 -6.23e-03 8.74e-03 8.01e-03 2.33e-02
## 1649 1.04e-02 -1.23e-02 -1.05e-03 -5.45e-03 -6.70e-03 2.88e-03 1.68e-02
## 1650 2.17e-03 -1.92e-03 -3.14e-04 -4.44e-03 3.44e-04 2.53e-03 6.35e-03
## 1651 5.82e-03 -6.98e-03 -2.52e-03 -3.58e-03 6.16e-04 -2.29e-04 9.47e-03
## 1652 -3.54e-03 5.44e-03 3.60e-04 6.81e-04 3.26e-03 4.25e-04 8.97e-03
## 1653 -8.91e-04 1.42e-03 4.35e-04 1.29e-03 -9.00e-04 -2.92e-04 -2.71e-03
## 1654 1.45e-03 -2.26e-03 1.20e-04 -1.43e-03 -4.55e-04 5.19e-04 3.08e-03
## 1655 -6.25e-03 -1.91e-03 5.54e-03 -9.06e-03 1.93e-02 -8.87e-03 2.92e-02
## 1656 -9.70e-02 7.06e-02 7.57e-02 2.98e-02 -4.31e-03 5.28e-03 -1.15e-01
## 1657 4.84e-03 -5.21e-03 1.67e-03 -1.00e-02 1.97e-03 -8.50e-04 1.77e-02
## 1658 2.35e-02 -3.69e-02 -3.66e-04 -3.42e-02 1.04e-02 -8.01e-04 5.72e-02
## 1659 4.03e-03 -7.62e-03 -1.74e-03 -8.93e-03 6.74e-03 1.89e-03 1.59e-02
## 1660 7.14e-03 -1.18e-02 2.75e-03 -8.33e-03 -2.29e-03 1.76e-03 2.11e-02
## 1661 -6.97e-03 -1.51e-03 1.73e-03 -1.97e-02 2.29e-02 1.06e-02 3.56e-02
## 1662 7.69e-04 1.92e-03 1.47e-03 -1.21e-03 -6.66e-03 9.35e-03 1.67e-02
## 1663 1.55e-03 -3.87e-03 1.01e-03 -3.55e-03 9.86e-04 3.25e-04 6.04e-03
## 1664 -1.50e-02 1.39e-02 3.26e-03 2.51e-03 1.12e-02 6.39e-04 -2.21e-02
## 1665 1.06e-03 -1.39e-03 -3.89e-04 -2.10e-03 1.04e-03 8.57e-04 3.74e-03
## 1666 1.34e-03 -4.23e-03 -1.65e-03 -9.96e-03 7.06e-03 9.21e-03 2.02e-02
## 1667 1.85e-02 -1.79e-02 -7.60e-03 -5.40e-03 -9.42e-03 6.35e-03 2.56e-02
## 1668 7.52e-03 -1.55e-03 -5.99e-03 -4.99e-03 -4.37e-03 5.82e-03 -1.35e-02
## 1669 -6.94e-03 8.57e-03 1.60e-03 -1.89e-03 6.83e-03 -2.04e-03 -1.27e-02
## 1670 -2.40e-03 2.05e-03 1.13e-03 1.05e-03 1.04e-03 -8.52e-04 -2.98e-03
## 1671 4.45e-05 4.98e-05 -1.89e-05 -2.18e-04 5.64e-05 2.10e-04 5.36e-04
## 1672 -2.93e-03 1.44e-02 -3.19e-03 -7.52e-03 6.22e-03 7.33e-03 2.27e-02
## 1673 5.08e-04 -9.48e-05 -5.51e-04 3.55e-04 -8.03e-04 5.08e-04 -1.41e-03
## 1674 -7.95e-03 1.07e-02 7.93e-04 8.54e-03 -6.44e-04 -9.60e-04 -1.72e-02
## 1675 3.00e-04 4.28e-04 5.23e-04 -1.78e-03 5.54e-04 -5.38e-04 3.84e-03
## 1676 -3.18e-03 3.14e-03 1.42e-03 4.31e-03 -9.21e-04 -1.60e-03 -5.75e-03
## 1677 -1.11e-03 1.23e-02 -3.98e-04 3.53e-03 -5.15e-03 -8.05e-03 -3.04e-02
## 1678 -1.07e-03 1.65e-02 -1.24e-03 -1.02e-02 -5.97e-04 1.03e-02 3.14e-02
## 1679 -3.45e-05 -2.41e-05 6.89e-05 -5.99e-05 8.32e-05 -6.59e-05 1.87e-04
## 1680 2.66e-03 -1.34e-03 -1.37e-03 5.88e-04 -1.19e-03 -1.64e-03 4.42e-03
## 1681 1.13e-02 -9.75e-03 -6.42e-03 -6.42e-03 1.90e-05 1.01e-03 1.56e-02
## 1682 1.69e-02 7.39e-04 -1.27e-02 1.07e-02 -2.53e-02 1.24e-02 3.52e-02
## 1683 1.17e-02 -1.69e-02 1.54e-03 -6.20e-03 -1.14e-02 6.73e-03 2.31e-02
## 1684 -1.18e-02 1.98e-02 -1.28e-02 2.89e-02 3.75e-02 -4.86e-02 8.13e-02
## 1685 -1.06e-03 -1.28e-03 -1.71e-03 -1.01e-02 4.41e-03 1.18e-02 -1.94e-02
## 1686 2.87e-03 2.01e-03 3.29e-03 -2.94e-03 -2.40e-02 1.79e-02 -5.13e-02
## 1687 5.41e-02 -1.44e-02 -4.39e-02 -4.71e-03 -7.54e-03 -2.07e-02 6.82e-02
## 1688 1.18e-02 -8.35e-03 -5.04e-03 6.94e-03 -3.71e-03 -1.72e-02 2.52e-02
## 1689 1.62e-03 -1.02e-04 -2.51e-03 -3.23e-03 -1.62e-03 7.84e-03 -8.85e-03
## 1690 9.08e-04 1.80e-03 -1.31e-03 6.12e-03 -2.85e-03 -1.22e-03 1.36e-02
## 1691 6.11e-03 -1.85e-03 -7.70e-03 2.87e-02 -1.76e-02 7.21e-05 4.12e-02
## 1692 5.68e-03 -7.86e-03 -1.82e-03 2.21e-02 -1.75e-02 -1.46e-02 -3.88e-02
## 1693 8.76e-04 -8.08e-04 -5.19e-04 -1.73e-03 8.74e-04 1.26e-03 4.17e-03
## 1694 1.78e-03 -6.67e-03 9.53e-04 -2.02e-04 -4.57e-04 -1.61e-03 -8.05e-03
## 1695 -4.51e-02 2.82e-02 2.80e-02 -6.14e-02 7.81e-02 -1.32e-02 -9.01e-02
## 1696 2.22e-03 -2.54e-03 -2.44e-03 5.11e-03 -3.66e-04 -8.48e-03 -1.44e-02
## 1697 -7.84e-03 1.18e-02 -4.25e-03 6.17e-04 1.32e-02 -3.07e-03 -2.14e-02
## 1698 -1.18e-02 1.41e-02 1.00e-02 2.61e-03 -1.93e-03 2.05e-03 2.20e-02
## 1699 -7.20e-03 1.09e-02 -8.97e-04 6.28e-03 5.95e-03 -8.03e-03 -1.78e-02
## 1700 -6.24e-04 2.82e-04 1.57e-03 -2.55e-03 1.10e-03 4.06e-04 4.73e-03
## 1701 -2.53e-02 5.61e-02 -1.80e-02 8.66e-03 3.60e-02 -1.44e-02 -7.33e-02
## 1702 2.54e-03 -1.82e-03 -5.41e-03 6.80e-03 2.33e-03 -1.14e-02 -2.12e-02
## 1703 9.08e-04 3.52e-04 -2.02e-03 7.21e-04 -9.44e-04 1.54e-03 -4.44e-03
## 1704 9.69e-07 4.26e-04 -4.77e-04 3.44e-04 -1.20e-04 3.25e-04 -1.11e-03
## 1705 -2.53e-03 3.76e-03 3.86e-03 -2.97e-03 -2.45e-03 4.81e-03 1.15e-02
## 1706 3.01e-04 -2.93e-04 -4.21e-04 1.04e-04 1.30e-04 -1.18e-04 -8.24e-04
## 1707 1.37e-03 9.38e-03 -1.19e-02 3.78e-03 7.98e-03 -8.42e-03 -2.56e-02
## 1708 4.84e-02 1.54e-02 -8.17e-02 1.47e-03 -1.27e-02 4.73e-02 -1.02e-01
## 1709 -1.03e-04 5.44e-04 -3.44e-04 4.01e-04 1.73e-04 -3.43e-04 -9.22e-04
## 1710 -8.25e-05 -1.38e-02 -2.00e-03 -4.09e-02 3.69e-02 5.57e-03 -5.27e-02
## 1711 -1.06e-02 2.01e-02 6.05e-03 -1.64e-03 8.33e-05 4.31e-03 2.70e-02
## 1712 1.25e-03 4.47e-03 -6.85e-03 5.48e-04 4.92e-03 -3.17e-03 -1.27e-02
## 1713 -9.28e-05 5.06e-03 -3.19e-03 4.57e-03 -3.70e-03 1.50e-03 -1.14e-02
## 1714 -7.80e-04 -3.99e-03 5.41e-03 4.60e-03 -4.19e-03 -4.38e-03 1.14e-02
## 1715 3.92e-03 7.32e-03 -1.57e-02 -7.05e-03 1.27e-02 3.66e-03 -2.48e-02
## 1716 -1.43e-03 -1.11e-03 3.27e-03 -2.62e-03 2.05e-03 -9.74e-04 7.17e-03
## 1717 -3.04e-04 -2.74e-03 -1.29e-03 8.49e-04 3.29e-03 -1.92e-03 -1.00e-02
## 1718 1.27e-04 -3.78e-04 -1.06e-04 1.34e-04 -3.58e-05 -1.00e-04 -8.34e-04
## 1719 -1.23e-02 1.06e-02 1.23e-02 -4.91e-03 8.05e-04 6.68e-03 2.20e-02
## 1720 -1.72e-04 -6.40e-04 9.32e-04 -6.31e-04 1.12e-04 -2.82e-04 1.62e-03
## 1721 -2.45e-03 2.62e-03 1.73e-03 -1.03e-04 1.23e-03 -1.33e-04 4.37e-03
## 1722 -2.35e-04 -2.07e-04 4.23e-04 1.70e-04 -3.40e-05 -1.57e-04 7.30e-04
## 1723 5.80e-03 -1.52e-02 4.37e-03 1.57e-02 -1.12e-02 -1.48e-02 2.78e-02
## 1724 -1.06e-02 1.66e-02 -5.02e-03 3.81e-03 1.62e-02 -8.27e-03 -2.88e-02
## 1725 -7.09e-03 1.22e-02 -8.83e-04 6.88e-03 2.20e-03 -2.80e-03 -1.58e-02
## 1726 -6.12e-04 -1.22e-03 2.18e-03 1.01e-03 -1.27e-03 -9.23e-04 3.55e-03
## 1727 -6.49e-03 6.53e-03 2.85e-03 2.37e-03 2.79e-03 -2.66e-03 -9.20e-03
## 1728 -1.74e-02 1.06e-02 7.26e-03 -1.79e-02 3.16e-02 -9.58e-03 -3.71e-02
## 1729 -4.77e-04 7.34e-03 -6.00e-03 4.33e-03 6.88e-06 1.49e-03 -1.30e-02
## 1730 -1.28e-02 1.15e-02 5.84e-03 9.70e-04 7.72e-03 -1.51e-03 -1.52e-02
## 1731 3.37e-04 -2.76e-04 -4.06e-04 -1.33e-04 5.65e-05 1.13e-04 -8.03e-04
## 1732 -2.10e-03 -1.00e-03 -1.08e-04 6.27e-03 -1.31e-03 -1.19e-03 -1.24e-02
## 1733 -4.62e-05 2.32e-06 6.53e-05 -8.34e-05 7.91e-05 -1.89e-05 1.43e-04
## 1734 -3.13e-03 5.76e-03 -2.34e-03 5.57e-03 1.88e-03 -2.82e-03 -1.13e-02
## 1735 4.94e-03 -5.14e-03 -4.49e-03 6.24e-03 -3.64e-03 -4.42e-03 -1.31e-02
## 1736 3.51e-03 8.61e-04 -6.44e-03 1.67e-04 1.26e-03 -4.04e-04 -9.60e-03
## 1737 9.79e-03 3.74e-03 -1.85e-02 -2.96e-03 6.91e-03 -5.67e-04 -2.41e-02
## 1738 -6.39e-03 1.41e-02 -3.74e-03 2.70e-03 9.69e-03 -9.75e-03 -2.36e-02
## 1739 2.43e-04 -4.30e-05 -3.34e-04 1.34e-04 -1.69e-04 1.21e-04 -5.19e-04
## 1740 -4.64e-03 2.70e-02 -1.61e-02 3.31e-04 6.34e-03 1.14e-02 -4.09e-02
## 1741 7.67e-04 -4.74e-04 -6.02e-05 -1.97e-03 -1.80e-03 4.97e-03 5.63e-03
## 1742 -4.93e-03 8.94e-03 3.94e-03 -2.26e-03 -9.26e-04 3.87e-03 1.46e-02
## 1743 3.72e-03 2.54e-03 -1.69e-02 7.33e-03 1.02e-02 -7.09e-03 -3.62e-02
## 1744 6.47e-03 -1.10e-03 -1.17e-02 5.39e-03 2.73e-03 -5.36e-03 -1.86e-02
## 1745 -5.50e-03 1.20e-02 -4.03e-03 -2.70e-03 1.04e-02 -1.19e-03 -1.72e-02
## 1746 8.13e-03 -1.37e-02 3.83e-03 -5.58e-03 -1.02e-02 6.02e-03 2.05e-02
## 1747 -1.05e-02 6.77e-03 6.84e-03 2.09e-03 2.77e-03 3.52e-03 1.35e-02
## 1748 -6.99e-03 5.40e-03 6.43e-04 2.66e-02 5.51e-03 -3.80e-02 -4.56e-02
## 1749 4.07e-03 -7.09e-03 7.70e-04 -3.68e-03 -4.29e-04 -3.39e-04 1.03e-02
## 1750 -1.25e-03 3.61e-03 -1.65e-03 1.88e-03 2.07e-03 -2.59e-03 -5.80e-03
## 1751 -1.60e-02 3.15e-02 -1.16e-02 -5.45e-03 2.52e-02 6.97e-03 -4.66e-02
## 1752 -1.59e-02 2.41e-02 -2.08e-03 8.38e-03 1.07e-02 -3.89e-03 -3.36e-02
## 1753 1.43e-03 1.95e-02 -2.08e-02 -2.22e-03 2.24e-02 -1.20e-02 -3.71e-02
## 1754 -1.27e-02 1.27e-02 3.65e-03 4.79e-03 9.49e-03 -7.85e-03 -1.97e-02
## 1755 9.08e-04 6.38e-03 -8.59e-03 -3.67e-03 8.08e-03 -1.57e-04 -1.72e-02
## 1756 -2.50e-02 2.17e-02 6.42e-03 -3.31e-03 2.42e-02 -2.77e-03 -4.00e-02
## 1757 -1.54e-03 -3.55e-03 4.86e-03 -2.94e-03 1.23e-03 1.63e-04 9.90e-03
## 1758 -5.68e-04 6.74e-03 -6.88e-03 -1.28e-03 7.04e-03 -3.35e-04 -1.37e-02
## 1759 -3.71e-03 4.55e-03 8.29e-03 -4.51e-03 -4.09e-03 4.47e-03 2.20e-02
## 1760 1.39e-03 -1.18e-03 -6.45e-04 -1.96e-03 6.03e-04 7.04e-04 3.26e-03
## 1761 -7.81e-04 9.47e-04 1.90e-03 -2.39e-03 8.42e-04 -2.67e-04 5.66e-03
## 1762 5.28e-04 8.50e-04 -1.63e-03 1.18e-03 1.05e-04 -5.92e-04 -2.60e-03
## 1763 5.32e-04 1.98e-03 -5.01e-03 7.13e-03 5.96e-04 -4.48e-03 -1.33e-02
## 1764 7.77e-03 -1.88e-02 -5.87e-03 8.14e-03 1.50e-03 -1.09e-02 -3.36e-02
## 1765 -4.54e-03 5.58e-03 8.13e-03 -8.87e-03 -4.67e-03 1.35e-02 2.56e-02
## 1766 -8.10e-03 1.86e-02 3.67e-03 -1.05e-03 -1.58e-03 6.40e-03 2.59e-02
## 1767 6.13e-03 -6.80e-03 -3.17e-03 3.40e-04 -3.38e-03 -1.92e-03 -1.11e-02
## 1768 -2.39e-03 3.81e-03 1.71e-03 3.50e-04 -4.76e-04 6.96e-04 5.41e-03
## 1769 -1.29e-03 1.61e-03 2.08e-03 1.98e-03 -3.06e-03 -1.53e-03 -8.09e-03
## 1770 2.17e-03 1.21e-03 -3.30e-03 -6.94e-04 -2.71e-04 2.57e-03 4.98e-03
## 1771 1.41e-04 -2.07e-03 3.46e-03 -7.51e-03 6.66e-03 -9.77e-03 -1.63e-02
## 1772 1.67e-03 1.08e-03 -3.53e-03 2.39e-03 2.00e-04 -3.82e-03 -1.01e-02
## 1773 2.68e-03 -3.46e-03 3.35e-04 -4.61e-03 -1.33e-03 1.86e-03 -7.79e-03
## 1774 1.56e-02 -4.39e-03 -2.51e-02 1.51e-02 -1.72e-02 3.50e-02 5.94e-02
## 1775 6.87e-03 -1.82e-02 8.45e-04 3.12e-03 -7.28e-03 -1.15e-03 -2.16e-02
## 1776 -3.03e-04 2.24e-04 -1.59e-04 7.73e-04 8.05e-04 -1.85e-03 -2.48e-03
## 1777 -2.74e-03 1.72e-02 -1.23e-02 -2.00e-02 2.56e-02 -4.45e-03 -4.68e-02
## 1778 -1.69e-02 3.20e-02 4.59e-03 1.39e-02 -2.52e-03 9.11e-04 3.78e-02
## 1779 8.83e-03 8.39e-05 -8.95e-03 -2.65e-03 -2.15e-03 -1.68e-03 -1.78e-02
## 1780 -7.31e-03 -9.43e-04 6.20e-03 -5.09e-03 3.71e-03 1.27e-02 2.19e-02
## 1781 1.46e-03 -2.95e-03 -4.00e-03 9.53e-03 1.06e-03 -3.72e-03 2.13e-02
## 1782 5.24e-03 1.46e-03 -3.72e-03 -5.80e-03 8.97e-03 -2.05e-02 -2.92e-02
## 1783 -5.73e-03 1.00e-03 6.47e-04 -7.88e-03 1.37e-02 6.35e-03 2.48e-02
## 1784 -2.48e-03 2.56e-03 -2.02e-03 4.29e-03 -8.64e-03 2.43e-02 3.14e-02
## 1785 -5.16e-04 -3.93e-05 -1.64e-03 1.57e-03 2.38e-03 4.06e-04 8.09e-03
## 1786 7.81e-04 -4.42e-05 -2.72e-03 1.39e-03 2.24e-03 -3.06e-03 -7.18e-03
## 1787 -1.39e-02 6.28e-03 1.22e-02 8.94e-04 4.95e-03 -6.64e-03 -1.95e-02
## 1788 -6.16e-04 -9.05e-04 2.29e-04 -7.13e-04 7.33e-04 3.08e-03 6.06e-03
## 1789 -2.97e-03 6.78e-03 -2.86e-03 -6.14e-03 5.36e-03 1.34e-02 2.16e-02
## 1790 -2.70e-03 2.29e-03 1.79e-03 2.43e-04 5.87e-05 2.54e-03 5.30e-03
## 1791 -5.47e-03 1.05e-02 2.08e-03 9.41e-04 1.15e-03 1.23e-03 1.37e-02
## 1792 2.11e-02 -1.46e-02 -1.35e-02 3.30e-03 -1.43e-02 4.95e-03 2.52e-02
## 1793 -9.44e-04 -2.35e-03 2.05e-03 1.92e-03 -4.35e-03 3.89e-03 -7.63e-03
## 1794 -9.81e-03 5.88e-03 6.70e-03 -1.61e-04 -2.29e-03 1.00e-02 -1.86e-02
## 1795 1.27e-03 -1.30e-03 -4.23e-04 4.29e-04 -7.96e-04 -3.38e-04 2.52e-03
## 1796 4.92e-02 -3.26e-02 -2.99e-02 1.65e-02 -2.17e-02 -2.41e-02 6.99e-02
## 1797 1.53e-03 -5.13e-02 5.53e-02 -1.21e-01 4.77e-03 5.47e-02 -1.66e-01
## 1798 3.84e-03 1.45e-03 -4.43e-03 -1.19e-02 2.17e-03 7.20e-03 -1.86e-02
## 1799 1.27e-02 -3.22e-03 -1.08e-02 7.85e-05 -3.50e-03 -2.87e-03 1.46e-02
## 1800 9.37e-03 -4.06e-03 -9.53e-03 -9.41e-04 -6.79e-04 2.56e-03 1.26e-02
## 1801 -6.88e-03 2.39e-03 7.66e-03 -1.53e-03 -5.41e-03 1.06e-02 -1.62e-02
## 1802 5.38e-03 -4.16e-03 -1.44e-03 -1.12e-02 1.39e-03 6.56e-03 1.55e-02
## 1803 3.21e-03 -2.14e-03 -2.18e-03 -4.44e-03 -5.29e-03 1.05e-02 -1.49e-02
## 1804 1.66e-03 -2.11e-03 8.88e-04 1.69e-02 -7.61e-03 -1.32e-02 2.17e-02
## 1805 -5.66e-03 4.69e-03 2.58e-03 1.96e-03 2.19e-03 -1.05e-03 -7.71e-03
## 1806 -1.27e-03 1.93e-03 3.83e-04 -7.32e-04 8.21e-04 2.58e-04 -2.99e-03
## 1807 -1.13e-02 1.05e-02 -3.70e-03 -2.56e-02 2.81e-02 1.68e-02 -4.22e-02
## 1808 2.83e-03 -1.38e-03 -3.05e-03 2.39e-03 -5.38e-04 -1.51e-03 5.88e-03
## 1809 1.21e-02 -2.56e-03 -1.37e-02 6.48e-03 6.97e-03 -1.94e-02 3.00e-02
## 1810 1.29e-02 -1.07e-03 -1.15e-02 8.41e-03 -2.70e-03 -1.44e-02 2.52e-02
## 1811 2.36e-03 1.50e-02 -6.96e-03 -4.25e-03 3.19e-03 -5.52e-04 2.43e-02
## 1812 8.05e-03 -6.85e-03 -1.70e-03 2.40e-02 -1.06e-02 -2.52e-02 3.76e-02
## 1813 -1.26e-02 2.13e-03 1.60e-02 -1.87e-02 -2.37e-03 2.64e-02 -3.70e-02
## 1814 -1.94e-04 -1.23e-05 1.45e-04 -4.06e-05 1.16e-04 -8.81e-06 -4.72e-04
## 1815 6.57e-03 -7.61e-03 -6.86e-04 2.73e-03 -1.22e-02 7.37e-03 1.41e-02
## 1816 2.58e-02 1.23e-02 -4.92e-02 -6.82e-03 3.87e-02 -2.24e-02 7.18e-02
## 1817 -2.02e-02 1.36e-02 1.31e-02 9.89e-03 1.95e-03 -1.48e-03 -2.29e-02
## 1818 1.07e-02 -7.03e-03 -6.99e-03 1.46e-03 -1.74e-03 -7.74e-03 1.46e-02
## 1819 4.88e-03 5.60e-04 -8.42e-03 -3.62e-04 4.31e-03 -8.89e-04 1.12e-02
## 1820 1.78e-02 1.60e-02 -3.44e-02 2.93e-02 -2.87e-02 1.88e-02 -5.99e-02
## 1821 -1.88e-02 2.45e-02 4.81e-03 -1.38e-02 2.75e-02 -1.15e-02 -3.92e-02
## 1822 3.13e-03 -2.14e-04 -4.34e-03 8.87e-04 5.48e-03 -8.34e-03 1.23e-02
## 1823 1.23e-02 5.03e-03 -2.01e-02 -3.12e-03 -6.86e-03 2.86e-02 3.76e-02
## 1824 -6.97e-03 6.23e-03 3.15e-03 -4.30e-03 4.12e-03 4.09e-03 -1.41e-02
## 1825 -1.08e-02 2.92e-03 1.15e-02 -3.16e-03 8.68e-03 -9.52e-03 -1.64e-02
## 1826 -3.02e-02 1.87e-03 5.03e-02 6.77e-03 -3.09e-02 7.05e-03 -7.03e-02
## 1827 2.72e-02 -1.20e-02 -2.64e-02 1.59e-02 1.49e-02 -5.13e-02 6.96e-02
## 1828 -1.34e-02 7.38e-03 1.28e-02 -6.97e-03 8.31e-03 -3.46e-03 -1.86e-02
## 1829 -5.51e-03 7.11e-03 -2.45e-03 -5.26e-03 3.32e-02 -3.16e-02 4.34e-02
## 1830 1.32e-02 -1.42e-02 -2.51e-03 -4.01e-03 -4.50e-03 -4.77e-03 2.23e-02
## 1831 -7.01e-03 -5.71e-03 1.17e-02 -9.17e-03 3.52e-03 3.96e-03 -1.69e-02
## 1832 5.11e-03 -2.26e-03 -1.88e-03 -4.38e-03 -2.06e-03 2.71e-03 1.07e-02
## 1833 -6.34e-03 -2.08e-02 2.54e-02 -2.17e-02 -6.88e-03 1.25e-02 -4.84e-02
## 1834 -3.55e-03 -1.18e-02 8.77e-03 -2.75e-02 1.06e-02 1.73e-02 -3.50e-02
## 1835 -2.92e-02 1.66e-02 2.47e-02 -3.39e-02 2.53e-02 1.24e-02 -5.24e-02
## 1836 3.51e-03 -2.61e-03 -2.27e-03 2.80e-04 -7.19e-04 -1.14e-03 5.09e-03
## 1837 -1.85e-03 1.07e-03 1.13e-03 3.39e-04 -1.91e-04 1.61e-03 -2.86e-03
## 1838 -9.70e-03 7.51e-03 4.18e-03 -3.55e-03 1.07e-02 -3.14e-03 -1.45e-02
## 1839 1.04e-03 2.12e-03 -3.46e-03 2.09e-03 2.11e-03 -2.51e-03 6.51e-03
## 1840 -7.52e-06 -1.03e-03 3.79e-04 -3.18e-05 3.10e-05 -1.12e-04 -1.41e-03
## 1841 -1.92e-03 -5.49e-03 1.13e-02 2.48e-02 -4.24e-02 1.86e-02 -4.89e-02
## 1842 7.19e-03 -6.90e-03 -2.78e-03 3.87e-03 -5.85e-03 -3.11e-03 1.09e-02
## 1843 -2.19e-02 8.25e-03 2.58e-02 -2.37e-02 -2.08e-03 3.07e-02 -5.16e-02
## 1844 1.74e-02 -8.85e-03 -1.49e-02 -3.60e-03 2.26e-03 -6.67e-03 2.11e-02
## 1845 3.20e-04 1.69e-02 -1.52e-03 9.54e-03 -1.67e-02 1.09e-02 3.97e-02
## 1846 2.31e-02 -8.32e-03 -2.45e-02 2.16e-02 -4.66e-03 -2.45e-02 4.27e-02
## 1847 -1.75e-03 9.83e-03 -3.13e-03 -2.90e-03 5.52e-03 -1.47e-05 1.24e-02
## 1848 -4.93e-02 5.60e-02 1.35e-02 3.39e-03 5.40e-02 -4.32e-02 -8.30e-02
## 1849 1.21e-02 -3.34e-03 -1.39e-02 -2.10e-03 7.08e-03 -7.38e-03 2.07e-02
## 1850 2.93e-03 1.45e-02 -1.76e-02 1.38e-03 3.22e-03 9.45e-03 -2.91e-02
## 1851 3.75e-04 -6.38e-04 4.09e-04 -6.27e-05 -8.33e-04 5.14e-04 2.14e-03
## 1852 -1.23e-03 4.38e-03 -1.74e-04 6.02e-03 4.05e-03 -1.21e-02 1.80e-02
## 1853 6.83e-02 -4.55e-02 -4.87e-02 2.55e-02 -4.08e-02 -7.05e-03 8.10e-02
## 1854 2.45e-03 -2.30e-04 -1.28e-03 -6.32e-04 -1.93e-03 8.85e-04 4.88e-03
## 1855 -5.36e-03 3.05e-03 5.44e-03 -8.35e-03 3.46e-03 4.13e-03 -1.38e-02
## 1856 8.23e-03 -2.26e-03 -2.09e-02 5.48e-03 1.17e-02 9.66e-03 5.56e-02
## 1857 2.08e-03 6.37e-03 -4.82e-03 1.78e-03 5.45e-03 -9.04e-03 1.80e-02
## 1858 -2.98e-03 -4.15e-03 -6.78e-03 -4.14e-03 -1.75e-02 5.88e-02 -7.25e-02
## 1859 -8.01e-03 -8.61e-03 1.41e-02 -1.33e-02 -7.54e-03 2.36e-02 -3.96e-02
## 1860 7.99e-03 -1.20e-02 2.33e-03 1.64e-04 -8.91e-03 -1.44e-03 1.81e-02
## 1861 2.34e-03 -6.49e-03 9.53e-04 -9.28e-04 -2.90e-03 1.37e-03 -8.14e-03
## 1862 1.12e-03 6.76e-05 -9.26e-04 8.63e-04 -1.03e-03 1.91e-04 3.24e-03
## 1863 -2.75e-02 2.97e-03 2.76e-02 -8.50e-04 3.81e-03 7.33e-03 -3.32e-02
## 1864 -2.27e-03 -2.85e-04 3.75e-03 -5.57e-03 -1.51e-04 5.13e-03 -9.48e-03
## 1865 1.90e-04 6.13e-03 -2.39e-03 6.73e-03 -5.23e-03 4.93e-04 1.11e-02
## 1866 3.10e-02 1.18e-02 -2.08e-02 4.61e-03 -2.64e-02 -6.62e-03 7.37e-02
## 1867 -5.63e-04 -7.17e-05 6.79e-04 1.33e-03 3.84e-04 -1.54e-03 3.75e-03
## 1868 -2.01e-02 -4.82e-02 7.98e-02 -1.16e-01 6.51e-03 4.89e-02 -1.72e-01
## 1869 -2.05e-04 3.21e-04 1.02e-04 -5.63e-04 2.77e-04 1.33e-04 -1.18e-03
## 1870 -1.40e-02 7.27e-03 1.09e-02 4.01e-03 5.62e-04 9.55e-04 -1.72e-02
## 1871 2.32e-04 1.09e-03 -2.34e-04 -5.36e-04 8.16e-04 -1.24e-03 3.23e-03
## 1872 3.00e-03 -1.77e-03 -2.37e-03 2.97e-03 -1.74e-03 -1.94e-03 6.03e-03
## 1873 1.91e-03 1.19e-03 -3.98e-03 5.07e-03 1.12e-03 -5.46e-03 9.32e-03
## 1874 -6.69e-04 9.02e-04 5.75e-05 -4.22e-04 6.28e-04 3.60e-04 -1.41e-03
## 1875 -8.74e-02 -9.85e-03 1.45e-01 3.43e-03 -9.81e-02 8.49e-02 -2.02e-01
## 1876 1.03e-04 -2.68e-03 2.10e-03 2.87e-03 -6.20e-03 5.68e-03 9.73e-03
## 1877 -1.09e-02 8.77e-03 5.67e-03 7.04e-03 -5.51e-03 8.58e-03 -2.15e-02
## 1878 -4.70e-02 5.11e-02 5.40e-03 -1.68e-03 5.23e-02 -1.01e-02 -7.43e-02
## 1879 -1.70e-02 1.88e-02 5.90e-03 3.28e-04 8.07e-03 3.67e-03 -2.35e-02
## 1880 1.87e-02 -5.67e-03 -1.33e-02 4.18e-03 -5.18e-03 -1.14e-02 3.07e-02
## 1881 -2.42e-03 3.75e-03 5.12e-04 1.41e-03 2.03e-03 -3.60e-03 -5.66e-03
## 1882 5.92e-02 2.93e-02 -8.93e-02 -2.38e-02 2.23e-02 1.15e-02 1.02e-01
## 1883 -3.23e-04 8.66e-04 -5.62e-05 4.02e-03 -1.96e-03 -3.57e-04 6.40e-03
## 1884 3.06e-02 -1.76e-02 -2.90e-02 1.11e-03 -3.49e-02 6.07e-02 7.24e-02
## 1885 -9.28e-03 5.68e-03 7.77e-03 -2.90e-03 2.73e-03 2.57e-03 -1.17e-02
## 1886 5.26e-03 -5.04e-03 -9.20e-04 -3.94e-03 -2.47e-03 2.81e-03 1.10e-02
## 1887 -3.60e-03 4.63e-03 1.31e-03 -8.59e-03 2.66e-03 9.99e-03 -1.43e-02
## 1888 -1.01e-03 8.58e-04 6.56e-04 -4.09e-03 3.23e-04 5.19e-03 -6.92e-03
## 1889 -1.43e-05 -1.13e-04 5.91e-05 1.40e-05 -1.87e-05 8.55e-07 -1.61e-04
## 1890 -1.26e-04 3.76e-03 -2.02e-03 8.75e-04 9.40e-04 -2.43e-05 5.38e-03
## 1891 2.36e-02 -6.65e-03 -2.15e-02 1.34e-02 -1.74e-02 2.60e-03 3.32e-02
## 1892 6.57e-02 -2.10e-02 -6.59e-02 1.57e-02 -5.15e-02 5.44e-02 9.41e-02
## 1893 4.00e-03 -1.08e-02 1.13e-03 -1.68e-02 1.52e-02 -1.33e-02 -3.00e-02
## 1894 2.35e-03 2.03e-04 -3.21e-03 1.39e-03 1.55e-04 -1.28e-03 4.34e-03
## 1895 3.01e-04 4.51e-04 -6.89e-04 -1.62e-04 -4.19e-04 8.54e-04 -2.09e-03
## 1896 4.97e-03 6.93e-03 -1.45e-02 4.79e-03 1.63e-02 -1.89e-02 3.17e-02
## 1897 4.82e-02 -1.95e-02 -3.21e-02 3.44e-04 -4.69e-02 4.31e-02 7.84e-02
## 1898 -3.41e-02 -1.09e-02 6.12e-02 -3.40e-02 -1.33e-02 3.02e-02 -8.84e-02
## 1899 -1.86e-02 1.23e-02 9.25e-03 -1.66e-03 3.10e-03 1.66e-02 -3.16e-02
## 1900 -2.30e-02 9.10e-03 1.89e-02 4.25e-03 3.79e-03 5.16e-04 -2.57e-02
## 1901 1.89e-02 6.77e-04 -2.75e-02 -5.26e-02 5.35e-02 -3.55e-03 7.30e-02
## 1902 3.00e-02 -2.79e-02 -2.01e-02 -1.56e-02 -1.04e-02 2.82e-02 4.61e-02
## 1903 5.51e-03 -5.58e-03 -4.69e-03 -6.64e-06 5.07e-03 -4.82e-03 2.07e-02
## 1904 -8.81e-02 2.94e-02 7.29e-02 1.31e-04 4.11e-02 -1.31e-02 -9.57e-02
## 1905 -1.06e-02 4.94e-03 8.77e-03 -2.10e-03 3.86e-03 2.19e-03 -1.18e-02
## 1906 -1.90e-03 1.95e-02 -1.04e-02 -6.64e-03 2.05e-02 -1.02e-02 3.00e-02
## 1907 2.76e-05 -2.03e-03 5.69e-04 -2.63e-03 1.04e-03 1.46e-03 -4.46e-03
## 1908 2.78e-03 3.77e-04 -4.15e-03 -1.59e-03 1.40e-03 1.44e-03 4.84e-03
## 1909 1.07e-03 -7.24e-04 -9.87e-04 2.50e-03 5.60e-03 -1.21e-02 1.46e-02
## 1910 8.09e-04 2.11e-03 -1.02e-03 8.67e-03 -3.77e-03 -5.50e-03 1.19e-02
## 1911 -1.61e-02 1.48e-02 8.71e-03 -1.80e-02 1.37e-02 1.29e-02 -3.11e-02
## 1912 9.42e-03 -9.91e-03 -6.51e-03 1.77e-02 -8.16e-03 -9.83e-03 3.02e-02
## 1913 1.54e-02 -5.46e-03 -1.26e-02 1.92e-03 -5.44e-03 -3.38e-03 1.74e-02
## 1914 8.33e-02 7.80e-03 -1.04e-01 -1.27e-02 6.67e-03 5.92e-03 1.13e-01
## 1915 -1.75e-03 -1.67e-03 3.91e-03 -1.13e-02 -1.65e-03 1.32e-02 -2.04e-02
## 1916 -3.92e-02 1.60e-02 4.68e-02 -2.06e-02 2.34e-02 -2.94e-02 -7.26e-02
## 1917 4.81e-03 -9.98e-04 -4.81e-03 -6.66e-04 -5.55e-04 3.94e-04 5.60e-03
## 1918 5.36e-02 -1.74e-02 -5.59e-02 2.11e-02 -2.27e-02 2.30e-03 6.68e-02
## 1919 8.70e-04 5.31e-05 -6.75e-04 1.44e-04 -4.83e-04 -2.69e-04 1.45e-03
## 1920 1.53e-02 -8.62e-03 -1.03e-02 6.72e-03 -1.92e-02 1.83e-02 3.61e-02
## 1921 -2.56e-02 4.24e-03 2.13e-02 -2.68e-02 2.19e-02 1.80e-02 -4.56e-02
## 1922 3.40e-02 -4.24e-02 -2.46e-03 5.86e-02 -6.82e-02 -1.56e-02 8.57e-02
## 1923 3.07e-02 -2.94e-02 -7.45e-03 8.39e-03 -3.23e-02 3.82e-03 5.07e-02
## 1924 -1.12e-03 9.76e-03 -1.24e-03 -1.85e-03 6.74e-04 1.38e-03 1.52e-02
## 1925 8.43e-03 -6.93e-03 -4.52e-03 -9.28e-04 9.22e-04 -7.49e-03 1.40e-02
## 1926 9.05e-03 -8.08e-03 -6.88e-03 -6.76e-03 -4.98e-03 1.82e-02 2.29e-02
## 1927 -2.12e-04 2.28e-03 7.64e-05 1.26e-02 -9.64e-03 -1.01e-04 1.49e-02
## 1928 1.26e-03 -1.38e-03 -2.90e-03 -3.19e-03 2.79e-03 8.50e-03 1.87e-02
## 1929 6.32e-02 -5.01e-02 -4.48e-02 4.68e-03 -4.64e-02 4.27e-02 8.18e-02
## 1930 3.39e-03 -3.66e-03 -1.84e-03 -8.57e-04 4.30e-04 -9.24e-04 6.53e-03
## 1931 -2.65e-03 -8.40e-04 3.97e-03 1.63e-03 -4.03e-03 2.84e-03 -7.69e-03
## 1932 2.55e-02 -2.82e-02 -4.17e-03 -1.47e-02 -8.56e-03 -1.73e-03 4.18e-02
## 1933 -7.70e-03 1.29e-02 4.56e-03 5.34e-03 -2.29e-03 6.65e-04 1.88e-02
## 1934 1.65e-03 -8.04e-03 5.34e-03 -7.94e-05 -6.78e-03 3.88e-03 1.41e-02
## 1935 4.48e-04 1.61e-03 -1.60e-03 8.01e-05 -7.01e-04 7.55e-04 -5.75e-03
## 1936 1.64e-02 -1.52e-02 -7.38e-03 2.36e-03 -8.91e-03 -3.76e-03 2.18e-02
## 1937 5.08e-04 4.48e-03 1.61e-03 -5.87e-03 -7.34e-04 2.98e-03 1.70e-02
## 1938 -2.55e-02 1.21e-02 2.10e-02 6.12e-03 -1.48e-02 2.94e-02 -4.79e-02
## 1939 -8.92e-02 6.10e-02 5.96e-02 -3.76e-02 6.33e-02 9.33e-03 -1.06e-01
## 1940 -6.22e-03 -4.62e-03 9.68e-03 -5.64e-03 4.83e-03 1.58e-03 1.59e-02
## 1941 4.67e-04 9.36e-04 -1.39e-03 -3.96e-03 5.71e-04 4.85e-03 -6.65e-03
## 1942 -1.78e-01 -3.09e-02 2.57e-01 -1.44e-02 -1.15e-02 -2.85e-02 -2.71e-01
## 1943 -7.56e-03 9.20e-03 3.35e-03 7.91e-03 -2.95e-03 -1.13e-03 -1.42e-02
## 1944 1.58e-03 4.60e-03 -1.60e-03 -6.05e-04 -4.58e-05 -2.71e-03 1.09e-02
## 1945 -6.57e-02 5.13e-02 3.37e-02 -9.48e-03 3.76e-02 1.62e-02 -7.76e-02
## 1946 1.68e-02 1.18e-02 -3.16e-02 -9.38e-03 7.75e-03 1.84e-02 4.07e-02
## 1947 4.38e-03 -4.69e-03 -2.97e-03 6.55e-03 2.36e-03 -1.10e-02 2.22e-02
## 1948 -2.89e-02 8.48e-03 3.41e-02 -2.61e-02 3.73e-03 2.33e-02 -5.55e-02
## 1949 -1.55e-03 -1.53e-02 1.34e-02 -6.62e-04 -2.87e-03 -5.45e-03 2.35e-02
## 1950 -2.85e-03 -2.77e-04 4.28e-03 9.35e-04 -1.98e-03 -1.55e-03 -9.40e-03
## 1951 2.85e-04 5.90e-04 -5.18e-04 1.48e-03 1.40e-03 -4.22e-03 4.88e-03
## 1952 2.34e-03 -1.51e-03 -1.70e-03 1.36e-04 4.85e-04 -2.25e-03 4.05e-03
## 1953 7.97e-03 -8.34e-03 -7.24e-03 -1.15e-02 4.28e-03 1.29e-02 2.27e-02
## 1954 -1.40e-03 7.61e-04 1.62e-03 4.28e-04 5.93e-04 -2.34e-03 -3.09e-03
## 1955 7.92e-03 -1.88e-02 1.29e-03 -1.14e-02 -9.90e-03 2.94e-02 3.93e-02
## 1956 1.00e-02 -1.37e-02 -1.99e-04 -4.13e-04 3.10e-03 -1.80e-02 3.13e-02
## 1957 -8.18e-03 2.39e-03 8.08e-03 -5.35e-03 2.91e-03 4.71e-03 -1.21e-02
## 1958 4.32e-02 -2.09e-02 -2.01e-02 2.68e-02 -4.05e-02 -2.22e-02 7.36e-02
## 1959 5.78e-03 -1.64e-02 9.01e-03 8.13e-04 2.42e-03 -2.64e-02 3.85e-02
## 1960 1.92e-02 2.37e-02 -3.03e-02 2.37e-03 1.41e-02 -2.82e-02 5.97e-02
## 1961 9.68e-03 -5.08e-03 -9.95e-03 9.28e-03 -2.05e-03 -6.71e-03 2.18e-02
## 1962 1.17e-01 1.30e-03 -1.32e-01 1.10e-02 -1.08e-02 -2.72e-02 1.50e-01
## 1963 4.39e-04 -7.55e-03 2.52e-03 -7.33e-03 2.45e-03 2.47e-03 -1.45e-02
## 1964 4.47e-03 -7.61e-04 -1.42e-03 3.82e-03 -2.75e-03 -8.76e-03 1.35e-02
## 1965 -3.39e-02 -5.17e-03 7.99e-02 -9.51e-02 2.06e-02 -5.91e-03 -1.68e-01
## 1966 -1.26e-02 1.23e-02 1.27e-02 4.71e-02 -4.44e-03 -5.50e-02 7.02e-02
## 1967 1.34e-02 -9.74e-04 -1.74e-02 -1.09e-02 1.34e-02 -3.81e-03 2.49e-02
## 1968 -1.29e-02 3.02e-03 1.01e-02 -6.71e-03 1.13e-02 3.69e-04 -1.76e-02
## 1969 -2.11e-02 -1.01e-02 4.12e-02 -2.98e-03 -4.08e-02 4.16e-02 -7.85e-02
## 1970 -6.98e-04 2.16e-03 -1.00e-04 5.20e-04 1.93e-04 -1.68e-04 2.78e-03
## 1971 3.38e-03 6.93e-03 -5.34e-03 6.02e-03 -1.53e-03 -5.99e-03 1.79e-02
## 1972 -1.04e-03 1.13e-03 1.91e-03 -5.16e-04 -6.12e-03 7.59e-03 -1.17e-02
## 1973 -1.64e-02 3.35e-02 2.85e-03 -4.28e-03 5.02e-02 -6.29e-02 8.08e-02
## 1974 -1.82e-02 8.44e-03 1.76e-02 -9.27e-03 4.36e-03 6.57e-03 -2.86e-02
## 1975 -3.10e-03 5.05e-04 -4.74e-04 -7.93e-03 5.51e-03 8.97e-03 -1.67e-02
## 1976 4.19e-03 8.05e-03 -9.57e-03 1.45e-03 4.65e-05 -2.43e-03 -1.82e-02
## 1977 1.74e-02 -1.32e-02 -1.27e-02 -5.59e-06 -1.23e-02 1.44e-02 2.45e-02
## 1978 1.01e-02 -9.05e-03 -4.59e-03 -3.62e-03 -4.76e-03 4.49e-03 1.44e-02
## 1979 3.27e-02 -2.02e-02 -2.48e-02 -5.72e-04 -7.85e-03 -5.24e-03 3.50e-02
## 1980 -1.28e-02 -1.51e-03 1.92e-02 -4.14e-03 -4.50e-03 4.92e-03 -2.45e-02
## 1981 -1.87e-02 -6.89e-03 3.09e-02 -1.27e-02 3.60e-04 -7.72e-04 -4.23e-02
## 1982 4.50e-03 -4.03e-03 -2.15e-03 -6.13e-04 2.91e-05 -2.74e-03 7.93e-03
## 1983 -3.88e-03 3.37e-03 2.66e-04 -1.74e-03 3.08e-03 2.61e-03 -1.13e-02
## 1984 1.77e-03 6.45e-03 -1.62e-02 -8.18e-02 5.97e-02 3.27e-02 -8.92e-02
## 1985 1.15e-03 2.65e-05 -1.38e-03 -3.66e-04 1.31e-04 3.89e-04 1.74e-03
## 1986 -9.95e-04 4.90e-03 -3.33e-03 2.89e-03 -3.17e-04 1.81e-03 -9.06e-03
## 1987 -5.37e-04 1.58e-04 2.47e-04 4.05e-04 -6.83e-04 9.82e-04 -2.48e-03
## 1988 -1.69e-03 6.47e-03 -4.64e-04 1.07e-02 -5.62e-03 -2.92e-03 1.37e-02
## 1989 1.23e-02 -1.82e-02 2.90e-03 3.16e-02 -1.96e-02 -3.23e-02 5.26e-02
## 1990 6.95e-04 2.91e-03 -2.94e-03 -1.89e-03 -1.33e-03 6.11e-03 -9.17e-03
## 1991 -3.96e-03 -1.59e-02 1.84e-02 8.46e-03 -7.02e-03 -1.01e-02 3.85e-02
## 1992 -4.60e-04 2.80e-04 4.77e-04 1.10e-04 6.26e-05 -3.59e-04 -7.24e-04
## 1993 -5.39e-03 1.32e-03 5.05e-03 4.01e-04 -7.60e-05 1.80e-03 -6.93e-03
## 1994 -5.92e-03 -4.85e-03 8.78e-03 -3.95e-04 -2.70e-03 3.74e-03 -1.53e-02
## 1995 9.47e-03 -9.00e-03 -8.94e-03 6.47e-03 2.98e-03 -8.76e-03 2.74e-02
## 1996 -1.92e-03 -1.65e-03 3.04e-03 -6.12e-05 -8.00e-05 9.61e-04 4.78e-03
## 1997 -6.67e-03 1.53e-02 2.18e-03 6.83e-03 -1.95e-03 2.33e-04 2.39e-02
## 1998 -2.45e-03 2.82e-03 3.11e-03 1.05e-02 -4.88e-03 -6.62e-03 1.40e-02
## 1999 2.04e-02 -2.48e-02 6.38e-04 -2.24e-02 -1.75e-02 2.74e-02 4.91e-02
## 2000 8.17e-04 -9.52e-04 2.77e-03 3.54e-03 -9.10e-03 4.71e-03 1.23e-02
## 2001 1.98e-02 -1.76e-02 -8.46e-03 2.59e-02 -2.42e-02 -8.71e-03 4.87e-02
## 2002 -5.11e-04 5.57e-04 4.43e-04 6.81e-04 -7.60e-04 2.69e-05 -1.75e-03
## 2003 -3.19e-04 3.20e-04 -3.71e-06 1.81e-05 3.95e-04 -1.57e-04 -7.02e-04
## 2004 2.56e-03 -8.41e-04 -2.39e-03 1.46e-03 -3.12e-04 -1.74e-03 5.26e-03
## 2005 2.07e-02 -3.68e-02 7.35e-03 3.05e-03 -2.24e-02 -7.07e-03 4.83e-02
## 2006 2.64e-03 -4.65e-03 9.17e-04 3.80e-04 -5.43e-03 3.97e-03 7.65e-03
## 2007 -3.41e-04 -3.48e-03 4.11e-03 6.85e-03 -5.49e-03 -4.85e-03 1.03e-02
## 2008 1.17e-03 -7.52e-03 1.07e-02 1.79e-02 -1.52e-02 -1.60e-02 3.40e-02
## 2009 5.79e-02 -2.06e-02 -6.40e-02 1.40e-02 -6.77e-03 -2.58e-03 7.87e-02
## 2010 -3.04e-02 3.12e-02 1.11e-02 -3.08e-03 2.91e-02 -1.92e-02 -5.27e-02
## 2011 -2.67e-03 -1.91e-02 1.45e-02 1.40e-03 -7.59e-03 8.73e-03 3.62e-02
## 2012 8.59e-02 -1.59e-02 -1.04e-01 -4.64e-02 2.50e-02 3.32e-02 1.18e-01
## 2013 4.05e-03 7.28e-04 -6.69e-03 -3.33e-03 2.48e-03 1.98e-03 -8.99e-03
## 2014 1.10e-02 -9.55e-03 -5.26e-03 1.30e-03 -3.83e-03 -5.66e-03 1.53e-02
## 2015 9.35e-03 -3.71e-03 -1.10e-02 -1.19e-02 1.56e-02 -3.14e-03 3.02e-02
## 2016 -4.95e-02 7.23e-03 3.17e-02 1.11e-01 -2.99e-02 -1.55e-02 1.52e-01
## 2017 1.44e-02 -7.72e-03 -8.58e-03 4.14e-04 -9.67e-03 3.26e-03 1.90e-02
## 2018 -3.06e-02 2.90e-02 1.41e-02 3.85e-03 1.20e-03 1.79e-02 -5.12e-02
## 2019 2.41e-03 2.70e-02 -2.26e-02 1.45e-02 4.80e-03 -1.25e-02 -4.53e-02
## 2020 1.26e-02 -1.24e-02 -8.72e-03 1.22e-03 -1.21e-02 1.86e-02 2.92e-02
## 2021 6.38e-03 -1.87e-02 -5.12e-03 8.52e-03 1.54e-02 -2.02e-02 5.68e-02
## 2022 1.08e-01 -3.18e-02 -1.04e-01 -5.23e-03 -2.17e-02 6.38e-03 1.17e-01
## 2023 -2.55e-03 1.20e-03 1.02e-03 -6.48e-03 7.10e-03 -9.86e-05 -8.51e-03
## 2024 -7.02e-03 2.54e-03 8.82e-03 -1.99e-03 -3.57e-03 5.72e-03 -1.37e-02
## 2025 -5.77e-03 5.15e-03 8.73e-04 3.54e-04 3.05e-03 4.00e-03 -1.05e-02
## 2026 5.15e-03 -2.77e-03 -6.86e-03 -3.55e-03 2.69e-03 5.48e-03 1.24e-02
## 2027 3.16e-02 -4.11e-03 -6.00e-02 5.34e-02 8.75e-04 -7.91e-03 1.20e-01
## 2028 1.67e-03 -1.81e-03 -1.88e-04 -1.02e-04 -1.10e-03 -6.35e-04 2.81e-03
## 2029 -3.56e-03 -6.95e-03 1.18e-02 5.78e-03 4.82e-03 -2.07e-02 3.75e-02
## 2030 -3.04e-03 -7.91e-04 1.98e-03 -1.46e-02 1.24e-02 1.93e-03 -1.73e-02
## 2031 1.28e-03 3.30e-03 -4.41e-03 -2.75e-03 1.87e-03 3.24e-03 -7.89e-03
## 2032 1.34e-03 1.16e-02 -3.47e-03 -3.95e-03 -2.05e-03 5.34e-03 2.12e-02
## 2033 3.35e-03 -1.91e-03 -3.23e-03 -1.92e-03 7.17e-04 2.07e-03 6.40e-03
## 2034 -2.13e-03 -1.20e-03 5.66e-03 1.91e-03 -1.07e-02 1.19e-02 1.65e-02
## 2035 3.56e-03 -7.80e-03 7.65e-03 3.34e-02 -1.06e-02 -4.58e-02 5.76e-02
## 2036 8.19e-02 -5.90e-02 -5.48e-02 -3.91e-02 -5.81e-03 8.78e-03 9.36e-02
## 2037 -7.58e-05 4.73e-04 -2.14e-04 1.24e-04 3.07e-05 -9.16e-05 -8.62e-04
## 2038 1.14e-02 -2.17e-02 5.58e-03 3.56e-03 -2.27e-02 1.02e-02 3.16e-02
## 2039 -4.90e-03 4.28e-03 4.68e-03 2.26e-03 -1.28e-03 -2.43e-03 -8.97e-03
## 2040 -6.94e-03 -1.29e-02 3.49e-03 6.32e-03 2.31e-02 -1.55e-02 6.08e-02
## 2041 -8.97e-04 7.17e-03 2.65e-03 -1.95e-03 -5.18e-03 3.87e-03 1.86e-02
## 2042 1.26e-03 -1.02e-03 -8.88e-04 5.30e-04 -9.48e-04 3.00e-04 1.67e-03
## 2043 5.64e-02 -3.94e-02 -3.51e-02 -6.39e-04 -2.70e-02 1.57e-03 6.11e-02
## 2044 -3.64e-03 -1.27e-02 1.49e-02 1.08e-02 -1.33e-02 -1.50e-03 2.60e-02
## 2045 -3.81e-03 6.06e-03 2.40e-03 -2.08e-03 1.27e-03 2.16e-03 8.72e-03
## 2046 1.32e-02 -1.61e-02 1.20e-03 1.28e-02 -1.44e-02 -1.54e-02 3.68e-02
## 2047 6.62e-02 -4.47e-02 -4.99e-02 8.54e-03 -2.57e-02 7.20e-04 7.65e-02
## 2048 7.16e-02 -2.02e-02 -7.38e-02 -7.96e-04 1.81e-02 -4.55e-02 1.01e-01
## 2049 -2.10e-03 -3.89e-03 5.26e-03 4.30e-03 -8.71e-04 -5.75e-03 1.11e-02
## 2050 2.05e-02 -2.47e-03 -3.05e-02 5.21e-02 -1.97e-02 -1.67e-02 7.21e-02
## 2051 -1.07e-02 4.21e-02 -2.26e-02 -9.57e-03 1.48e-02 2.72e-02 -6.84e-02
## 2052 9.85e-03 -1.36e-02 -3.80e-03 -1.27e-03 -3.24e-03 4.14e-03 2.37e-02
## 2053 5.77e-04 -2.50e-04 -5.49e-04 -2.98e-04 -1.13e-04 5.31e-04 8.49e-04
## 2054 1.53e-02 -1.75e-02 -4.85e-03 6.97e-03 -1.02e-02 -7.71e-03 2.58e-02
## 2055 -1.51e-03 3.63e-04 1.50e-03 -6.40e-04 7.83e-04 -1.29e-03 -5.36e-03
## 2056 -9.43e-03 5.79e-04 1.70e-02 5.09e-03 -2.04e-02 1.18e-02 -3.41e-02
## 2057 1.49e-02 -1.23e-02 -7.81e-03 7.39e-03 -4.34e-03 -1.43e-02 2.78e-02
## 2058 -2.71e-03 3.50e-03 1.28e-04 1.91e-03 2.60e-03 -3.30e-03 -5.81e-03
## 2059 6.87e-03 -1.00e-02 -4.74e-03 3.32e-03 -4.45e-03 5.35e-03 1.78e-02
## 2060 -2.54e-02 -1.16e-02 3.53e-02 3.77e-02 -1.49e-02 -1.58e-02 6.21e-02
## 2061 -7.49e-03 1.33e-02 -2.90e-03 -9.89e-03 1.10e-02 8.31e-03 -2.49e-02
## 2062 2.99e-02 -1.43e-02 -2.30e-02 9.26e-03 -1.40e-02 -8.38e-03 3.53e-02
## 2063 -1.62e-04 -1.10e-04 1.70e-04 -3.69e-05 2.78e-04 -1.66e-04 5.73e-04
## 2064 -3.82e-02 4.20e-02 1.57e-02 4.52e-02 -1.11e-02 5.87e-03 6.94e-02
## 2065 -1.40e-02 -2.11e-02 1.38e-02 -3.68e-02 4.44e-02 -7.65e-03 -7.08e-02
## 2066 -7.63e-03 -6.59e-03 4.10e-02 -4.03e-02 6.94e-02 -1.61e-01 -2.06e-01
## 2067 2.24e-02 -2.12e-02 -1.16e-02 -2.33e-02 1.47e-02 -2.26e-02 -5.05e-02
## 2068 2.17e-02 -7.46e-04 -2.15e-02 -3.77e-03 -1.09e-04 -5.01e-03 2.89e-02
## 2069 -3.29e-03 -2.35e-02 1.08e-02 -6.12e-03 -5.66e-03 1.85e-02 -4.16e-02
## 2070 1.13e-03 -2.54e-03 -7.39e-04 -4.62e-04 -1.35e-03 2.75e-03 -5.24e-03
## 2071 1.81e-02 -4.24e-02 6.80e-03 -1.58e-02 -4.09e-02 5.38e-02 -7.46e-02
## 2072 1.09e-02 4.85e-03 3.03e-03 1.20e-02 -1.24e-02 -3.31e-02 6.14e-02
## 2073 8.01e-05 -4.88e-04 7.04e-04 6.04e-04 -7.84e-04 -8.42e-04 1.72e-03
## 2074 1.29e-02 -1.21e-02 -4.43e-03 1.06e-02 -1.12e-03 -2.68e-02 3.66e-02
## 2075 -1.26e-02 3.41e-02 -2.31e-02 -2.27e-03 3.39e-02 3.44e-03 -5.85e-02
## 2076 3.38e-02 -3.00e-02 -3.20e-02 -3.26e-03 -1.27e-03 2.97e-04 -5.22e-02
## 2077 -1.79e-03 6.69e-03 -8.62e-04 2.93e-03 -1.31e-03 3.95e-04 8.19e-03
## 2078 2.29e-03 -2.08e-03 -7.83e-04 -2.88e-03 5.90e-04 -8.91e-04 -4.77e-03
## 2079 -5.06e-02 2.10e-02 6.38e-02 8.01e-02 -2.78e-02 -7.28e-02 1.17e-01
## 2080 -5.13e-02 -5.87e-03 5.97e-02 2.91e-03 9.98e-03 -1.30e-02 -7.10e-02
## 2081 1.74e-03 -1.46e-03 -1.56e-03 -1.46e-03 -9.08e-04 3.00e-03 -3.89e-03
## 2082 -6.07e-03 3.66e-02 -1.04e-03 -2.47e-03 -8.36e-03 1.46e-02 5.97e-02
## 2083 -2.15e-02 2.62e-02 1.53e-02 1.33e-02 2.40e-03 -1.47e-02 3.59e-02
## 2084 9.22e-03 5.35e-04 -1.06e-02 2.84e-03 -5.63e-03 3.30e-04 -1.57e-02
## 2085 4.88e-03 -2.40e-03 -6.19e-03 -7.86e-03 3.27e-03 4.74e-03 -1.38e-02
## 2086 5.31e-03 -5.43e-03 -1.02e-02 6.27e-03 6.86e-03 -1.02e-02 -2.52e-02
## 2087 2.92e-02 -5.54e-02 7.37e-03 4.10e-02 -7.42e-02 7.88e-03 -8.60e-02
## 2088 7.58e-04 -1.71e-04 -1.09e-03 1.80e-04 1.12e-04 -1.89e-04 -1.40e-03
## 2089 2.99e-02 -2.45e-02 -2.37e-02 8.80e-03 -2.25e-02 9.58e-03 -4.20e-02
## 2090 6.03e-02 -6.98e-02 -2.91e-02 2.37e-02 -5.91e-02 1.03e-02 -8.94e-02
## 2091 5.09e-03 4.19e-03 -9.65e-03 -9.36e-04 4.29e-03 -5.90e-03 -1.73e-02
## 2092 -7.44e-03 8.93e-03 8.31e-03 -5.35e-03 4.27e-04 3.53e-03 1.90e-02
## 2093 1.58e-03 -1.45e-03 -1.40e-03 1.83e-03 -1.91e-03 -9.18e-06 -3.72e-03
## 2094 -3.65e-03 8.43e-03 -2.72e-03 6.54e-03 6.89e-03 -1.54e-02 -2.19e-02
## 2095 7.23e-03 4.76e-03 -1.26e-02 7.25e-03 -9.79e-03 8.40e-03 -2.20e-02
## 2096 2.47e-03 1.38e-02 -1.96e-02 -1.67e-03 7.21e-03 1.17e-02 -3.58e-02
## 2097 1.25e-04 2.63e-03 -2.23e-03 2.91e-03 -1.87e-03 -2.28e-04 -8.71e-03
## 2098 9.91e-03 -3.40e-03 -1.78e-02 1.07e-02 2.39e-03 -6.92e-03 -2.99e-02
## 2099 3.84e-03 -1.30e-03 -2.57e-03 1.23e-02 -8.47e-03 -9.93e-03 -1.87e-02
## 2100 9.20e-03 2.74e-03 -2.01e-02 1.67e-02 -4.28e-03 -3.56e-03 -3.55e-02
## 2101 9.11e-03 -1.34e-02 -6.77e-03 -1.78e-02 1.00e-02 5.29e-03 -2.49e-02
## 2102 2.73e-03 -2.99e-03 -2.77e-03 4.30e-03 -9.00e-04 -5.48e-03 -1.03e-02
## 2103 5.08e-03 -6.44e-04 -8.12e-03 1.93e-03 -5.93e-04 1.10e-03 -1.14e-02
## 2104 7.62e-04 3.59e-04 -1.31e-03 7.46e-04 -1.30e-04 -5.93e-04 -1.89e-03
## 2105 4.99e-03 5.63e-03 -1.29e-02 1.02e-02 -2.65e-03 -2.30e-03 -2.20e-02
## 2106 1.94e-02 -2.99e-02 -1.14e-02 1.09e-02 -9.05e-03 -9.46e-03 -4.19e-02
## 2107 2.13e-02 3.05e-02 -5.60e-02 1.43e-02 1.29e-02 -6.42e-03 -7.20e-02
## 2108 1.75e-03 4.24e-03 -7.33e-03 1.31e-03 2.08e-03 7.46e-04 -1.25e-02
## 2109 1.65e-03 -1.58e-03 -1.16e-03 -2.74e-04 -1.16e-03 7.55e-04 -3.54e-03
## 2110 -4.64e-03 9.75e-03 -8.78e-04 7.93e-03 -1.27e-03 -4.96e-03 -1.76e-02
## 2111 -1.29e-03 3.71e-03 -3.23e-04 -8.78e-03 1.23e-02 -1.68e-02 -3.57e-02
## 2112 -8.24e-03 1.06e-02 7.67e-03 2.71e-03 1.20e-02 -3.28e-02 -3.87e-02
## 2113 3.38e-03 -3.38e-04 -5.35e-03 -1.48e-02 9.66e-03 1.93e-03 -2.20e-02
## 2114 -1.62e-02 1.17e-02 8.88e-03 -2.25e-02 1.91e-02 9.52e-03 -3.68e-02
## 2115 7.18e-03 1.60e-03 -9.78e-03 2.54e-03 8.11e-04 -7.46e-03 -1.57e-02
## 2116 -6.30e-03 9.61e-03 8.42e-03 -1.89e-02 1.58e-02 -1.84e-02 -4.45e-02
## 2117 -1.49e-02 2.64e-03 2.25e-02 -1.16e-02 6.28e-03 -1.18e-02 -3.81e-02
## 2118 1.63e-04 7.55e-04 -6.92e-04 -8.43e-04 3.46e-04 1.42e-03 2.08e-03
## 2119 5.32e-03 -7.94e-03 -2.25e-03 1.15e-03 -4.27e-03 9.80e-04 -9.48e-03
## 2120 5.86e-03 9.55e-04 -6.55e-03 2.04e-03 -9.99e-04 -7.33e-03 -1.56e-02
## 2121 2.30e-03 -2.18e-03 -2.53e-03 1.66e-03 5.46e-04 -3.24e-03 -6.22e-03
## 2122 2.89e-04 -1.28e-03 -4.29e-04 -3.99e-03 2.07e-03 4.66e-03 7.58e-03
## 2123 -2.50e-02 1.38e-02 1.36e-02 1.74e-02 1.95e-02 -3.31e-02 -4.58e-02
## 2124 -3.24e-03 1.14e-03 4.66e-03 -1.96e-03 -2.35e-03 6.36e-03 1.03e-02
## 2125 1.61e-03 1.00e-02 -6.98e-03 4.43e-03 1.29e-04 -7.39e-03 -2.06e-02
## 2126 1.07e-04 2.17e-04 -1.03e-04 -7.96e-05 -5.76e-05 2.77e-04 1.19e-03
## 2127 -7.42e-04 -1.33e-02 6.32e-03 5.49e-03 -5.42e-04 -1.24e-02 -2.50e-02
## 2128 3.30e-03 -2.13e-03 -1.44e-03 -1.11e-03 -5.38e-03 4.16e-03 -1.06e-02
## 2129 -3.58e-04 6.27e-04 -3.85e-04 -1.30e-04 6.05e-04 1.02e-03 2.23e-03
## 2130 5.12e-03 -2.35e-03 -1.83e-03 1.64e-02 -6.30e-03 -2.91e-02 -4.06e-02
## 2131 8.00e-04 1.50e-03 -1.56e-03 2.16e-04 1.58e-03 -4.38e-03 -6.52e-03
## 2132 1.63e-03 -1.37e-03 -2.62e-03 2.88e-03 1.68e-03 -2.93e-03 8.93e-03
## 2133 4.64e-04 -2.75e-04 3.19e-05 6.04e-05 -2.06e-03 2.89e-03 3.62e-03
## 2134 -1.20e-04 2.21e-03 -9.23e-04 -1.99e-03 -3.26e-03 1.15e-02 1.36e-02
## 2135 5.68e-02 -2.23e-02 -3.38e-02 3.67e-03 -5.54e-02 3.05e-02 8.29e-02
## 2136 -4.97e-04 2.93e-03 -2.78e-04 -1.62e-03 1.27e-03 3.90e-04 4.87e-03
## 2137 5.97e-03 -1.82e-03 -6.36e-03 6.56e-03 -1.82e-03 -1.09e-02 -1.80e-02
## 2138 6.90e-03 -5.21e-03 -7.41e-03 3.65e-03 -3.80e-03 3.63e-04 -1.40e-02
## 2139 -1.40e-02 1.25e-02 1.67e-02 -3.14e-02 1.72e-02 -3.55e-03 -5.38e-02
## 2140 -8.47e-04 3.91e-03 2.26e-03 3.65e-04 2.02e-03 -1.38e-02 -2.03e-02
## 2141 -2.56e-03 3.10e-03 1.43e-03 1.69e-03 -3.74e-04 4.81e-04 4.21e-03
## 2142 1.68e-04 -8.45e-05 -1.66e-04 4.74e-04 -2.71e-04 -3.95e-04 -8.19e-04
## 2143 -2.04e-03 5.08e-04 2.37e-03 -3.14e-03 1.34e-04 5.99e-03 8.70e-03
## 2144 -1.36e-04 7.62e-05 1.28e-04 1.14e-04 -2.35e-06 -1.43e-04 -2.18e-04
## 2145 -1.55e-02 8.71e-03 1.60e-02 1.57e-03 4.58e-03 -1.56e-02 -3.06e-02
## 2146 5.41e-03 3.05e-04 -7.57e-03 2.54e-03 -2.10e-03 -1.67e-04 -1.02e-02
## 2147 -1.80e-03 7.31e-03 2.29e-03 -1.91e-02 1.05e-02 -3.31e-03 -3.18e-02
## 2148 1.86e-02 -2.20e-02 -1.06e-02 -4.77e-03 -3.81e-03 -1.50e-03 -2.69e-02
## 2149 7.38e-04 6.57e-04 -5.42e-04 6.35e-04 -1.20e-04 -3.09e-03 -4.80e-03
## 2150 2.82e-04 5.22e-04 -1.18e-03 -3.01e-03 5.10e-03 -4.73e-03 -8.04e-03
## 2151 3.37e-03 -6.38e-03 -1.58e-03 7.93e-03 -1.12e-02 3.16e-03 -2.08e-02
## 2152 1.20e-02 -1.76e-02 -6.94e-03 9.71e-03 -1.74e-02 8.27e-03 -3.01e-02
## 2153 -1.99e-04 4.75e-04 3.65e-03 -2.46e-03 4.41e-04 -9.38e-03 -1.84e-02
## 2154 7.32e-04 8.42e-03 -8.42e-03 -6.26e-03 1.38e-03 2.21e-02 2.93e-02
## 2155 -2.37e-02 -1.06e-02 2.72e-02 4.74e-03 2.15e-02 -2.23e-02 5.42e-02
## 2156 2.17e-02 -3.01e-02 -3.87e-03 2.14e-02 -2.63e-02 -7.85e-03 4.52e-02
## 2157 6.43e-02 -7.18e-03 -6.79e-02 -4.95e-02 5.67e-03 2.31e-02 -9.38e-02
## 2158 -2.60e-03 -1.05e-03 4.51e-03 -1.06e-03 9.30e-04 -1.32e-03 5.94e-03
## 2159 -1.04e-03 -1.88e-03 2.33e-03 1.31e-04 2.33e-04 -4.44e-04 4.68e-03
## 2160 -1.18e-02 -1.94e-03 3.14e-02 -2.72e-02 -3.42e-02 5.59e-02 -8.60e-02
## 2161 -4.34e-02 -1.18e-02 4.77e-02 2.40e-02 1.03e-02 -1.51e-02 7.84e-02
## 2162 -5.75e-03 7.32e-03 3.77e-03 7.18e-03 -3.00e-03 -1.78e-03 1.11e-02
## 2163 1.16e-02 1.59e-02 -2.35e-02 5.30e-03 -1.91e-03 -2.08e-03 -3.57e-02
## 2164 -4.34e-02 7.80e-03 3.61e-02 1.80e-02 3.00e-02 -3.41e-02 6.83e-02
## 2165 -1.96e-02 5.85e-03 3.13e-02 -9.93e-03 -1.24e-02 2.38e-02 5.45e-02
## 2166 -2.35e-02 -3.52e-03 2.33e-02 5.46e-02 -2.58e-02 -3.32e-03 7.20e-02
## 2167 -1.53e-02 -2.61e-02 3.55e-02 -1.55e-02 2.47e-02 -3.09e-02 6.72e-02
## 2168 -1.10e-03 -9.63e-04 1.95e-03 -1.03e-03 -1.41e-04 1.82e-03 3.59e-03
## 2169 -3.92e-04 -5.09e-03 4.66e-03 8.02e-04 -2.35e-03 -1.50e-03 8.13e-03
## 2170 -3.44e-03 -1.77e-04 4.00e-03 -2.05e-03 4.66e-03 -3.26e-03 7.76e-03
## 2171 -7.94e-03 -1.31e-02 1.71e-02 1.36e-03 -6.10e-04 -3.28e-03 2.56e-02
## 2172 1.18e-03 -2.07e-03 -5.58e-04 2.45e-06 4.19e-04 -5.19e-04 3.62e-03
## 2173 -8.60e-03 -1.93e-03 1.17e-02 -7.77e-03 5.15e-03 4.30e-03 1.77e-02
## 2174 5.70e-02 -6.24e-02 -2.36e-02 -2.93e-02 1.10e-03 -1.27e-02 8.47e-02
## 2175 -4.34e-03 -4.54e-03 1.17e-02 -1.94e-03 -5.70e-03 4.95e-03 1.81e-02
## 2176 -9.70e-02 3.02e-02 6.35e-02 9.85e-02 5.49e-02 -1.02e-01 1.92e-01
## 2177 8.92e-04 1.46e-03 -2.12e-03 3.18e-05 -1.11e-04 6.05e-04 -3.55e-03
## 2178 -1.87e-02 -2.57e-02 3.54e-02 1.12e-02 -2.23e-03 -8.63e-03 5.90e-02
## 2179 -6.18e-04 -5.64e-03 5.08e-03 4.90e-04 -9.86e-04 -1.52e-03 1.26e-02
## 2180 -1.66e-02 -1.97e-02 3.58e-02 4.77e-03 -3.46e-03 -1.44e-02 4.62e-02
## 2181 4.69e-03 -7.14e-03 -2.63e-03 -5.95e-03 5.16e-03 -6.66e-04 1.28e-02
## 2182 7.69e-05 -1.40e-03 1.06e-03 1.87e-04 -5.18e-04 -5.52e-04 2.25e-03
## 2183 3.62e-02 -4.68e-02 -2.63e-03 5.88e-03 -5.25e-02 2.95e-02 6.84e-02
## 2184 3.07e-02 -1.52e-02 -2.11e-02 -1.66e-02 -4.94e-03 7.96e-03 3.87e-02
## 2185 1.17e-02 -2.53e-02 7.47e-03 -1.20e-02 -2.77e-03 -4.58e-03 3.64e-02
## 2186 -1.94e-03 1.94e-03 4.62e-04 1.52e-04 1.09e-03 6.10e-04 -2.91e-03
## 2187 -8.34e-04 -4.81e-03 5.49e-03 6.59e-03 -8.33e-03 1.31e-03 1.32e-02
## 2188 1.05e-02 -1.50e-02 -9.42e-04 -2.80e-03 -4.89e-03 -5.60e-04 1.95e-02
## 2189 -1.26e-02 9.21e-02 -2.17e-02 -2.20e-03 4.22e-03 1.14e-02 1.15e-01
## 2190 1.25e-02 -3.59e-03 2.62e-03 -1.19e-02 -1.92e-02 1.46e-02 4.55e-02
## 2191 1.09e-02 -1.17e-02 -2.51e-03 -7.89e-03 -7.07e-03 8.95e-03 1.83e-02
## 2192 1.36e-04 1.36e-02 1.93e-03 -6.03e-03 -7.70e-03 8.61e-03 3.40e-02
## 2193 2.04e-03 -3.56e-03 6.06e-04 -6.56e-04 -4.07e-03 4.54e-03 6.70e-03
## 2194 -2.29e-03 1.28e-03 1.62e-03 3.32e-04 1.50e-03 -2.11e-03 -4.12e-03
## 2195 9.58e-03 -1.52e-02 3.13e-03 -1.39e-02 -5.33e-03 9.38e-03 2.64e-02
## 2196 1.32e-02 -3.79e-02 2.01e-02 9.26e-03 -4.00e-02 9.89e-03 5.89e-02
## 2197 1.54e-02 -2.87e-02 7.75e-03 -1.70e-02 -1.02e-02 6.45e-03 4.10e-02
## 2198 1.07e-03 -4.15e-03 1.81e-03 2.02e-03 -3.37e-03 -5.07e-05 5.88e-03
## 2199 -1.00e-02 1.34e-02 -1.34e-04 -3.09e-03 1.80e-02 -1.20e-02 -2.41e-02
## 2200 4.56e-03 -1.24e-02 3.57e-03 -7.85e-04 -8.00e-03 6.15e-03 1.64e-02
## 2201 2.75e-03 3.71e-03 -2.32e-03 -2.55e-03 -2.10e-03 3.11e-03 1.18e-02
## 2202 3.91e-04 6.28e-03 -6.10e-03 -3.11e-03 2.67e-03 5.61e-03 -1.31e-02
## 2203 8.86e-03 -7.94e-03 -3.82e-04 -4.27e-03 -7.62e-03 3.84e-03 1.90e-02
## 2204 -1.44e-02 1.54e-02 5.13e-03 3.80e-03 7.36e-03 -1.74e-03 -1.82e-02
## 2205 -2.77e-03 8.56e-04 3.58e-03 -8.85e-04 -2.39e-03 7.14e-03 1.16e-02
## 2206 -6.61e-05 -7.98e-04 7.10e-04 -2.21e-04 -5.54e-04 1.02e-03 2.27e-03
## 2207 7.85e-03 -1.49e-02 3.20e-03 -7.55e-03 -2.81e-03 -1.27e-04 2.04e-02
## 2208 3.13e-04 -2.92e-03 2.43e-03 -2.01e-03 -2.02e-03 4.71e-03 1.03e-02
## 2209 -2.30e-02 3.89e-02 3.41e-04 1.05e-02 1.41e-02 2.86e-03 4.82e-02
## 2210 -9.96e-03 1.12e-02 1.63e-03 1.51e-02 1.90e-03 -1.15e-02 -2.32e-02
## 2211 -7.09e-04 1.40e-02 -1.09e-02 2.69e-03 4.73e-03 1.92e-03 -2.00e-02
## 2212 -3.29e-04 3.67e-04 1.53e-04 1.10e-04 1.52e-04 -2.00e-04 -5.09e-04
## 2213 -1.73e-03 9.53e-03 -5.85e-04 2.40e-02 -1.77e-02 -2.30e-03 2.78e-02
## 2214 -1.98e-03 1.59e-03 1.11e-03 2.12e-03 -6.83e-04 -3.12e-04 -3.32e-03
## 2215 5.15e-03 -1.52e-02 8.06e-03 -9.00e-03 -6.86e-03 6.33e-03 2.41e-02
## 2216 1.87e-02 -2.23e-02 -6.40e-03 -1.67e-02 -4.83e-03 1.32e-02 3.01e-02
## 2217 2.09e-02 -1.87e-02 -9.44e-03 -1.35e-02 -1.08e-02 1.73e-02 3.07e-02
## 2218 -3.64e-04 4.49e-03 -3.82e-03 1.36e-03 3.32e-03 -2.15e-03 -7.36e-03
## 2219 1.15e-03 -6.21e-03 2.83e-03 -2.68e-04 2.98e-04 -3.53e-03 9.74e-03
## 2220 5.49e-03 -2.36e-02 1.05e-02 -8.36e-03 -4.63e-03 2.61e-03 3.02e-02
## 2221 -7.07e-03 7.16e-03 3.78e-03 1.42e-03 7.17e-04 4.46e-04 -1.19e-02
## 2222 2.39e-02 -3.81e-02 1.62e-03 6.06e-03 -2.32e-02 -6.19e-03 4.54e-02
## 2223 1.07e-03 -1.12e-03 -3.64e-04 -2.66e-04 -5.04e-04 2.47e-06 1.38e-03
## 2224 1.42e-03 -1.55e-03 2.62e-03 -2.03e-03 -5.74e-03 5.32e-03 1.13e-02
## 2225 -8.84e-04 8.26e-04 -7.33e-05 8.12e-05 1.08e-03 -1.43e-04 -1.93e-03
## 2226 -2.68e-03 5.72e-03 -1.07e-03 3.45e-03 -3.94e-04 3.21e-04 -8.09e-03
## 2227 2.07e-02 -2.64e-02 -1.95e-03 9.95e-06 -2.31e-02 9.71e-03 3.45e-02
## 2228 -7.31e-06 6.01e-04 -4.16e-04 2.89e-04 -5.76e-05 5.11e-05 -9.42e-04
## 2229 2.31e-02 -2.76e-02 -3.12e-04 -1.55e-02 -2.10e-02 1.96e-02 4.60e-02
## 2230 1.40e-02 -3.87e-02 1.59e-02 -7.60e-03 -1.67e-02 9.25e-04 5.23e-02
## 2231 -1.45e-03 2.86e-03 1.01e-03 2.28e-03 -2.21e-03 1.58e-03 6.61e-03
## 2232 7.07e-03 -2.21e-02 6.59e-03 -8.43e-03 -1.26e-02 2.27e-02 3.76e-02
## 2233 -2.79e-03 6.60e-03 -2.35e-03 4.08e-03 2.99e-03 -3.98e-03 -9.82e-03
## 2234 -1.34e-03 1.63e-03 1.51e-04 6.14e-04 9.04e-04 -3.62e-04 -2.12e-03
## 2235 5.17e-03 -2.80e-02 1.27e-02 -2.39e-02 -6.90e-03 3.12e-02 5.07e-02
## 2236 7.87e-03 -2.84e-03 -5.81e-03 -3.46e-03 -1.74e-03 2.40e-03 1.08e-02
## 2237 1.38e-02 -1.91e-02 -1.59e-03 1.92e-03 -6.96e-03 -6.32e-03 2.93e-02
## 2238 1.74e-02 -4.79e-02 1.18e-02 -1.16e-02 -1.90e-02 2.05e-02 6.19e-02
## 2239 4.57e-05 -1.32e-04 -4.30e-05 -4.26e-04 3.27e-04 6.26e-05 -4.92e-04
## 2240 -7.00e-03 4.66e-03 3.05e-03 6.58e-03 9.56e-04 -2.69e-03 -1.15e-02
## 2241 2.24e-04 -3.43e-03 3.57e-03 -3.97e-03 -3.36e-04 1.92e-03 9.64e-03
## 2242 9.36e-04 5.49e-03 -2.32e-03 8.61e-03 -2.44e-03 -6.85e-03 1.63e-02
## 2243 -1.42e-04 -1.60e-02 1.50e-02 -4.50e-03 -5.09e-03 -2.44e-03 2.75e-02
## 2244 -6.76e-03 3.01e-03 7.60e-03 9.20e-03 -5.69e-03 4.35e-04 1.71e-02
## 2245 2.18e-03 -3.07e-03 2.71e-04 -1.94e-04 -1.88e-03 6.37e-05 5.12e-03
## 2246 2.20e-03 -2.69e-03 3.48e-04 -1.95e-03 -1.18e-03 3.28e-04 4.96e-03
## 2247 1.38e-03 -5.39e-04 4.36e-05 -1.08e-03 -1.31e-03 5.47e-04 3.94e-03
## 2248 1.25e-04 -9.62e-04 5.52e-04 -3.03e-04 -4.51e-04 5.37e-04 1.36e-03
## 2249 -3.47e-05 -6.21e-03 4.85e-03 -7.95e-04 -2.81e-03 3.04e-03 1.33e-02
## 2250 -1.00e-02 7.10e-03 4.83e-03 5.05e-03 -2.89e-04 4.33e-03 -1.50e-02
## 2251 1.72e-02 -2.73e-02 4.49e-03 -1.96e-02 -3.62e-03 7.90e-04 4.22e-02
## 2252 2.57e-03 -3.63e-03 6.55e-04 -2.61e-03 -1.14e-03 2.29e-04 6.04e-03
## 2253 6.76e-03 -7.03e-03 -3.82e-04 -3.15e-03 -7.12e-04 -6.26e-03 1.44e-02
## 2254 9.73e-03 1.86e-02 -3.37e-02 -8.82e-04 3.88e-03 2.54e-02 -5.18e-02
## 2255 -2.78e-02 2.39e-02 9.83e-03 1.16e-02 9.96e-03 -6.85e-04 -4.14e-02
## 2256 5.91e-03 -9.16e-05 -8.92e-03 -3.65e-03 -6.82e-04 6.99e-03 -1.52e-02
## 2257 -1.26e-03 4.56e-03 -3.12e-03 2.60e-03 -2.27e-03 6.77e-03 -1.11e-02
## 2258 -2.65e-04 1.15e-04 7.99e-06 2.04e-04 1.71e-04 -3.07e-06 -7.04e-04
## 2259 2.80e-03 -2.61e-03 -3.74e-03 -2.20e-03 2.42e-03 2.96e-04 -7.60e-03
## 2260 5.62e-03 -5.50e-04 -1.63e-03 -3.61e-04 -5.17e-03 -9.97e-04 1.40e-02
## 2261 -1.17e-02 -7.09e-03 4.91e-03 3.60e-03 1.14e-02 4.69e-04 -3.92e-02
## 2262 3.63e-03 -8.43e-03 6.64e-03 7.26e-04 -7.86e-03 -4.68e-03 1.87e-02
## 2263 -1.45e-02 1.04e-02 5.47e-03 5.33e-03 -4.17e-03 1.80e-02 -3.18e-02
## 2264 -1.63e-02 1.88e-02 4.20e-04 6.42e-03 8.11e-03 5.45e-03 -2.94e-02
## 2265 8.03e-03 1.75e-03 -1.41e-02 -2.89e-04 -2.85e-03 1.14e-02 -2.01e-02
## 2266 6.53e-03 -3.80e-03 7.17e-05 -1.88e-03 -2.65e-03 -7.20e-03 1.79e-02
## 2267 -2.71e-02 2.33e-02 2.10e-02 -3.13e-02 7.57e-02 -7.02e-02 1.02e-01
## 2268 4.99e-03 7.70e-03 -2.61e-02 1.55e-02 -3.24e-03 1.96e-02 -5.38e-02
## 2269 1.18e-02 -5.16e-03 -1.96e-02 4.44e-03 -7.56e-03 1.77e-02 -3.67e-02
## 2270 -2.43e-02 1.78e-02 3.02e-03 5.48e-03 1.51e-02 1.10e-02 -4.79e-02
## 2271 -7.92e-03 1.47e-02 -5.81e-03 1.17e-02 -2.60e-03 1.02e-02 -2.95e-02
## 2272 6.76e-03 -1.31e-02 3.30e-03 -3.34e-03 1.32e-03 -1.13e-02 2.37e-02
## 2273 3.99e-04 2.16e-04 -1.94e-03 5.02e-04 -4.72e-04 2.73e-03 -5.06e-03
## 2274 -3.07e-03 4.20e-03 -1.20e-03 3.49e-03 -7.91e-04 3.74e-03 -1.01e-02
## 2275 -2.25e-03 -1.83e-03 7.63e-03 -1.99e-03 1.92e-03 -7.94e-03 1.65e-02
## 2276 -1.15e-02 2.29e-02 -7.37e-03 2.76e-02 -1.85e-02 1.98e-02 -5.43e-02
## 2277 -8.68e-04 2.61e-03 1.43e-05 2.30e-05 5.48e-04 -5.13e-04 3.13e-03
## 2278 -1.08e-02 9.03e-03 3.02e-03 -8.02e-03 8.48e-03 1.13e-02 -2.22e-02
## 2279 -1.09e-02 1.13e-02 6.78e-03 2.34e-02 -1.76e-03 -1.60e-02 3.61e-02
## 2280 -2.31e-02 3.08e-02 -1.79e-03 1.25e-02 9.99e-03 8.23e-03 -4.45e-02
## 2281 1.66e-02 -4.47e-03 -2.01e-02 3.17e-03 -1.14e-02 1.29e-02 -3.01e-02
## 2282 2.23e-02 -1.32e-02 -2.82e-02 1.99e-02 -1.92e-02 1.35e-02 -4.81e-02
## 2283 1.13e-02 -1.62e-02 -1.75e-03 2.80e-02 -3.49e-02 1.23e-02 4.40e-02
## 2284 2.59e-03 -2.35e-02 9.00e-03 7.56e-02 -6.39e-02 6.95e-03 9.21e-02
## 2285 -1.39e-03 -1.01e-02 8.54e-03 2.87e-02 -1.92e-02 -1.08e-02 3.44e-02
## 2286 -4.08e-02 2.71e-02 4.47e-02 1.41e-02 3.86e-02 -1.08e-01 -1.22e-01
## 2287 -1.38e-02 -3.72e-03 3.16e-02 -4.01e-02 -2.28e-02 6.17e-02 -8.75e-02
## 2288 9.73e-03 -1.16e-03 -7.35e-03 -7.92e-04 -6.11e-03 -1.16e-03 -1.60e-02
## 2289 -1.48e-03 3.77e-05 1.11e-03 3.90e-03 -1.45e-03 2.55e-04 6.66e-03
## 2290 1.88e-02 1.93e-05 -2.05e-02 -4.50e-02 4.46e-03 4.24e-02 -6.18e-02
## 2291 -3.64e-03 1.69e-03 1.94e-03 2.88e-03 2.95e-03 -2.75e-03 8.58e-03
## 2292 1.18e-02 -1.81e-03 -1.46e-02 -1.21e-03 2.12e-03 -3.99e-03 -1.78e-02
## 2293 -1.36e-03 6.06e-03 -5.75e-03 1.82e-02 8.81e-03 -2.58e-02 3.44e-02
## 2294 1.12e-04 4.07e-03 -3.55e-03 -2.01e-03 8.45e-03 -9.99e-03 -1.46e-02
## 2295 8.65e-03 2.63e-03 -8.89e-03 -2.80e-02 1.64e-02 -1.35e-03 -3.57e-02
## 2296 7.45e-03 1.32e-02 -1.61e-02 -3.79e-02 1.41e-02 2.84e-02 -5.14e-02
## 2297 5.55e-03 5.73e-04 -3.66e-03 4.67e-02 -2.02e-02 -4.83e-02 -6.78e-02
## 2298 8.99e-03 5.23e-03 -8.52e-03 -7.23e-03 -5.14e-03 2.45e-03 -2.95e-02
## 2299 2.09e-02 -1.78e-02 -1.39e-02 1.23e-02 -1.28e-02 -7.52e-04 3.95e-02
## 2300 2.18e-03 -5.48e-03 3.87e-03 2.45e-03 -8.87e-03 3.69e-03 1.36e-02
## 2301 -3.41e-03 2.77e-03 4.49e-03 -1.61e-02 3.02e-03 1.23e-02 -2.25e-02
## 2302 2.59e-03 -1.28e-03 -3.73e-03 2.97e-03 -4.12e-03 6.71e-03 1.03e-02
## 2303 3.21e-03 3.06e-03 -4.05e-03 -3.18e-02 2.40e-02 -5.13e-03 -3.89e-02
## 2304 -4.94e-05 -1.82e-03 1.21e-03 3.09e-03 -3.36e-03 1.11e-03 4.94e-03
## 2305 -5.01e-02 2.37e-02 5.37e-02 -4.99e-03 -1.39e-02 2.89e-02 -7.52e-02
## 2306 -8.95e-03 2.16e-03 1.66e-02 -3.09e-02 5.54e-03 1.59e-02 -4.35e-02
## 2307 1.16e-03 9.12e-03 -1.50e-02 -1.29e-02 1.21e-02 1.18e-02 -4.24e-02
## 2308 -9.72e-04 8.93e-04 6.56e-04 -2.96e-04 7.72e-04 -6.68e-04 -1.70e-03
## 2309 2.35e-03 2.91e-03 -2.32e-03 -1.68e-02 8.95e-04 1.59e-02 -2.42e-02
## 2310 -4.70e-03 -8.06e-04 4.86e-03 9.91e-03 -1.33e-03 -6.14e-03 1.48e-02
## 2311 -8.62e-03 3.30e-02 -8.12e-03 -1.78e-02 7.43e-03 2.25e-02 -5.23e-02
## 2312 -1.25e-02 2.33e-02 8.86e-03 -7.66e-04 -8.92e-03 3.40e-03 -5.10e-02
## 2313 6.61e-03 -2.60e-02 1.29e-02 1.14e-02 -3.26e-02 8.56e-03 -4.16e-02
## 2314 -7.92e-04 -1.84e-02 6.09e-03 8.37e-03 -6.13e-03 -9.40e-04 -3.03e-02
## 2315 -1.17e-03 -2.82e-03 2.70e-03 1.66e-03 -2.68e-03 1.24e-03 -5.58e-03
## 2316 -2.98e-03 -1.59e-02 1.09e-02 1.36e-02 -1.57e-02 2.22e-04 -3.19e-02
## 2317 3.98e-03 -8.91e-03 -2.30e-03 -2.30e-03 2.93e-03 -2.15e-03 -1.32e-02
## 2318 -4.18e-02 2.59e-02 2.43e-02 2.47e-02 4.79e-02 -8.99e-02 -1.07e-01
## 2319 -3.66e-03 -1.17e-03 4.07e-03 -3.93e-03 4.43e-03 -8.68e-04 -7.67e-03
## 2320 -8.63e-03 -9.05e-04 9.21e-03 -1.01e-03 -1.33e-03 7.28e-03 -1.47e-02
## 2321 1.19e-02 -3.05e-02 5.60e-03 -2.63e-02 -8.28e-04 2.39e-02 5.04e-02
## 2322 -9.96e-03 4.50e-03 7.05e-03 4.93e-03 -9.77e-04 1.22e-04 -1.77e-02
## 2323 1.66e-02 -1.00e-01 3.19e-02 -1.55e-03 -3.64e-02 2.02e-02 -1.15e-01
## 2324 1.10e-02 -5.57e-03 -1.74e-02 -7.59e-03 2.46e-02 -2.56e-02 -4.34e-02
## 2325 2.77e-05 -8.48e-05 -9.73e-05 -1.60e-04 1.97e-05 2.75e-04 -6.21e-04
## 2326 -2.41e-03 -1.81e-02 7.68e-03 -1.47e-02 6.32e-03 9.18e-03 -3.44e-02
## 2327 -8.18e-03 3.51e-03 8.28e-03 3.26e-03 -9.98e-03 1.28e-02 -2.08e-02
## 2328 -8.41e-02 2.64e-02 8.36e-02 2.80e-02 -1.15e-02 -1.78e-07 -1.02e-01
## 2329 4.03e-03 -1.56e-03 -3.47e-03 7.27e-03 -7.09e-03 -8.62e-03 -3.06e-02
## 2330 1.59e-02 -9.82e-03 -1.66e-03 1.16e-02 -1.21e-02 -2.72e-02 4.30e-02
## 2331 -3.57e-02 8.95e-03 3.47e-02 -2.80e-03 5.92e-03 6.13e-03 -4.25e-02
## 2332 -4.51e-03 3.51e-03 1.77e-03 3.58e-04 4.02e-04 1.80e-03 -1.29e-02
## 2333 7.46e-04 -2.99e-03 -9.28e-04 -5.34e-03 1.92e-03 5.77e-03 -9.14e-03
## 2334 -1.36e-03 9.21e-03 -7.75e-03 4.56e-04 1.01e-02 -6.60e-03 -1.80e-02
## 2335 -2.45e-02 6.67e-03 2.11e-02 7.56e-03 2.07e-03 4.98e-04 -2.87e-02
## 2336 -1.75e-02 -7.02e-04 1.82e-02 -2.59e-03 3.17e-03 4.01e-03 -2.62e-02
## 2337 6.39e-03 6.78e-03 -1.38e-02 9.77e-03 1.02e-02 -2.83e-02 -3.53e-02
## 2338 4.57e-04 1.76e-02 -1.23e-02 2.78e-03 -3.34e-02 6.09e-02 -7.72e-02
## 2339 3.39e-03 5.52e-04 -4.01e-03 8.18e-04 -3.81e-04 -8.12e-04 5.41e-03
## 2340 -1.94e-02 9.74e-05 1.79e-02 1.58e-02 -5.88e-03 -1.43e-03 -3.34e-02
## 2341 -1.15e-02 1.46e-02 3.55e-03 1.67e-02 -1.86e-02 1.50e-02 -4.35e-02
## 2342 1.05e-04 6.45e-05 -1.25e-03 7.13e-04 1.46e-03 -1.78e-03 -4.15e-03
## 2343 -7.47e-04 1.44e-02 -4.66e-03 1.78e-02 -1.40e-02 2.54e-03 2.67e-02
## 2344 1.18e-03 -1.36e-02 2.90e-03 -2.00e-02 1.57e-03 1.98e-02 -3.83e-02
## 2345 7.28e-03 8.93e-03 -1.87e-02 2.58e-03 3.35e-03 2.49e-03 -2.45e-02
## 2346 -1.44e-02 3.66e-02 -7.68e-03 3.81e-02 -3.23e-02 2.41e-02 -7.49e-02
## 2347 -3.91e-03 -4.88e-02 2.89e-02 -9.19e-02 6.84e-02 -1.50e-02 -1.20e-01
## 2348 -1.12e-02 9.05e-03 6.48e-03 -2.57e-03 1.22e-03 9.67e-03 -1.84e-02
## 2349 -1.14e-03 1.96e-03 2.56e-03 2.76e-03 -2.97e-03 -1.44e-03 8.55e-03
## 2350 -4.07e-02 2.50e-02 2.71e-02 -5.65e-03 2.90e-02 -1.07e-02 -4.55e-02
## 2351 -2.87e-02 4.87e-02 4.91e-03 -3.73e-02 6.25e-02 -3.88e-02 -9.15e-02
## 2352 -7.83e-03 1.10e-02 -3.50e-05 1.26e-02 6.00e-03 -1.89e-02 -2.71e-02
## 2353 -5.80e-02 2.33e-02 6.84e-02 8.31e-02 -6.63e-02 -2.44e-02 -1.26e-01
## 2354 -7.30e-04 -2.15e-02 1.77e-02 2.30e-03 -2.82e-02 3.36e-02 5.24e-02
## 2355 2.65e-03 -4.32e-02 1.89e-02 5.48e-04 -2.61e-03 -1.60e-02 -5.47e-02
## 2356 -2.93e-03 9.15e-03 -7.08e-03 -7.22e-04 5.32e-03 5.66e-03 -2.10e-02
## 2357 5.61e-03 -3.34e-02 1.24e-02 1.96e-02 -3.40e-02 9.97e-03 -4.96e-02
## 2358 2.23e-03 9.68e-03 -9.08e-03 6.88e-03 -2.78e-04 -8.32e-03 -2.51e-02
## 2359 4.06e-03 -3.22e-03 -3.81e-03 8.54e-03 -1.10e-02 4.15e-03 -1.66e-02
## 2360 1.16e-02 -1.65e-02 1.74e-02 -1.40e-02 -3.51e-02 1.19e-02 -6.99e-02
## 2361 9.81e-03 5.34e-03 -1.57e-02 1.06e-02 -1.85e-02 1.61e-02 -3.47e-02
## 2362 -7.59e-03 7.01e-03 2.44e-03 1.84e-02 -1.27e-03 -1.60e-02 -2.46e-02
## 2363 -1.61e-03 3.90e-02 -3.69e-02 -1.29e-02 3.45e-02 9.93e-03 -6.70e-02
## 2364 1.04e-03 7.72e-03 -8.56e-03 1.37e-02 -5.75e-03 -2.29e-03 -2.26e-02
## 2365 1.47e-02 1.35e-02 -2.75e-02 5.48e-02 -6.10e-02 3.21e-02 -8.89e-02
## 2366 -3.52e-04 -2.67e-03 3.05e-03 -3.08e-03 -2.11e-04 1.77e-03 6.30e-03
## 2367 8.85e-03 -1.19e-02 -1.52e-03 -1.31e-02 6.52e-04 7.88e-03 2.08e-02
## 2368 9.33e-03 -2.02e-02 -3.43e-03 -3.48e-02 2.00e-02 7.86e-03 -4.17e-02
## 2369 3.05e-03 3.27e-03 -6.76e-03 1.67e-03 -1.74e-03 3.83e-03 -9.70e-03
## 2370 -5.19e-03 2.36e-03 3.04e-03 -2.30e-02 2.39e-02 3.52e-04 3.01e-02
## 2371 7.23e-03 -4.03e-04 -8.08e-03 1.03e-02 -1.32e-02 5.02e-03 -1.78e-02
## 2372 -1.31e-03 2.26e-03 -2.89e-03 1.60e-03 2.75e-03 5.39e-04 -9.06e-03
## 2373 3.16e-03 -2.82e-03 -2.90e-03 -1.30e-02 9.67e-03 -1.87e-03 -1.70e-02
## 2374 -5.62e-03 8.38e-03 1.31e-03 -1.92e-03 4.49e-03 2.69e-03 1.03e-02
## 2375 6.60e-03 1.57e-03 -1.03e-02 2.06e-03 -2.45e-03 3.10e-03 -1.29e-02
## 2376 -1.41e-03 -6.45e-03 6.30e-03 -1.63e-02 1.18e-02 -4.13e-04 2.19e-02
## 2377 2.96e-03 -3.62e-03 -2.70e-03 7.48e-04 2.43e-03 -6.27e-03 -9.82e-03
## 2378 -3.94e-03 -1.63e-03 7.91e-03 -9.12e-03 3.52e-03 3.08e-03 1.47e-02
## 2379 9.84e-06 -2.55e-05 2.39e-05 -5.53e-05 1.18e-05 5.55e-06 8.97e-05
## 2380 -4.18e-03 1.01e-02 9.67e-04 -2.63e-03 1.81e-03 3.19e-03 1.30e-02
## 2381 2.30e-04 4.64e-04 -6.50e-04 5.65e-03 -3.12e-03 -3.74e-03 -8.48e-03
## 2382 8.59e-04 1.10e-02 -9.43e-03 1.42e-02 -4.43e-03 -4.17e-03 -2.18e-02
## 2383 1.73e-02 -3.65e-02 -8.38e-03 3.57e-03 1.16e-03 -1.11e-02 -4.92e-02
## 2384 3.53e-03 2.07e-03 -4.82e-03 -5.18e-03 5.97e-06 4.71e-03 -1.07e-02
## 2385 -1.39e-02 2.40e-02 3.93e-03 7.65e-03 -1.22e-03 5.57e-03 2.77e-02
## 2386 -2.39e-02 6.60e-03 3.03e-02 7.38e-03 -6.52e-03 -1.70e-02 -5.45e-02
## 2387 1.06e-02 -2.48e-02 7.84e-03 1.67e-02 -2.91e-02 1.13e-03 3.61e-02
## 2388 2.98e-03 -5.92e-03 -1.06e-04 -2.79e-03 -1.02e-04 -1.65e-03 -9.74e-03
## 2389 -2.98e-04 3.08e-03 -1.69e-03 8.82e-04 -7.04e-05 2.00e-04 -5.02e-03
## 2390 -3.89e-05 -6.69e-04 -7.96e-04 1.75e-03 1.25e-03 -1.03e-03 5.75e-03
## 2391 7.26e-03 -5.45e-03 -4.65e-03 -1.51e-02 -7.10e-04 1.37e-02 -2.17e-02
## 2392 3.67e-03 -1.53e-02 1.57e-03 -1.72e-03 3.12e-03 -7.47e-03 -2.18e-02
## 2393 -1.74e-03 6.51e-03 -3.56e-03 2.09e-03 2.42e-03 -1.14e-03 -1.07e-02
## 2394 8.72e-03 -2.16e-04 -1.78e-02 -1.23e-02 1.42e-02 9.11e-04 -3.58e-02
## 2395 -3.84e-02 1.97e-02 4.40e-02 -7.17e-02 6.27e-02 -2.60e-02 -1.06e-01
## 2396 -2.43e-03 -8.17e-03 7.49e-03 -6.46e-03 -2.17e-03 1.31e-02 2.10e-02
## 2397 -2.09e-02 6.09e-03 1.38e-02 2.07e-02 7.90e-03 -2.35e-02 -3.99e-02
## 2398 -9.34e-03 1.12e-02 4.78e-03 -1.37e-02 1.99e-03 1.86e-02 -3.11e-02
## 2399 9.10e-04 1.66e-02 -5.85e-03 2.60e-02 -1.55e-02 -1.97e-02 -4.53e-02
## 2400 -1.28e-04 1.96e-04 1.62e-04 -1.32e-04 -2.48e-04 5.82e-04 8.21e-04
## 2401 -3.29e-04 1.51e-04 1.41e-04 -3.24e-04 8.00e-04 -6.00e-04 -1.05e-03
## 2402 -7.12e-04 2.78e-03 4.10e-04 -2.91e-03 -2.63e-03 6.43e-03 -9.83e-03
## 2403 8.92e-04 -1.58e-02 1.95e-02 -2.63e-03 -2.27e-02 1.55e-02 4.39e-02
## 2404 -5.54e-03 2.82e-02 -7.45e-03 2.89e-02 5.36e-04 -4.14e-02 -6.19e-02
## 2405 -6.44e-03 8.78e-03 9.16e-03 -8.92e-03 -1.82e-02 3.00e-02 -4.60e-02
## 2406 -5.46e-04 -2.24e-03 -2.63e-04 -4.70e-04 -2.37e-03 1.13e-02 1.47e-02
## 2407 -1.27e-03 3.04e-03 -9.20e-03 4.60e-02 -9.03e-03 -1.96e-02 5.79e-02
## 2408 -2.16e-02 1.87e-02 2.03e-02 -4.55e-02 2.34e-02 1.72e-02 -6.29e-02
## 2409 -2.16e-03 8.90e-03 -6.30e-03 1.50e-02 2.51e-03 -1.80e-02 -3.11e-02
## 2410 -8.20e-04 -6.15e-04 1.37e-03 1.08e-04 -2.34e-03 4.44e-03 5.36e-03
## 2411 8.41e-03 -9.94e-03 -7.90e-03 3.54e-04 -1.01e-02 2.50e-02 3.36e-02
## 2412 -1.23e-03 1.36e-02 -5.51e-03 -3.88e-02 1.21e-02 3.22e-02 -5.49e-02
## 2413 -1.44e-03 -2.34e-03 5.25e-03 -1.35e-03 -2.84e-03 1.86e-03 8.29e-03
## 2414 -6.21e-03 4.19e-03 3.51e-03 -8.84e-04 1.10e-02 -1.35e-02 -1.65e-02
## 2415 3.08e-02 -2.31e-02 -2.38e-02 -7.61e-03 -6.23e-03 1.11e-02 3.85e-02
## 2416 9.99e-03 -2.78e-03 -1.19e-02 -1.22e-03 -7.28e-03 1.79e-02 2.23e-02
## 2417 6.78e-03 -3.65e-03 -6.59e-03 -1.68e-02 1.85e-02 -1.49e-02 -3.00e-02
## 2418 4.21e-02 -2.24e-02 -4.84e-02 -3.83e-02 3.13e-02 -2.06e-03 -7.34e-02
## 2419 -3.35e-03 -8.11e-03 8.81e-03 4.37e-02 -2.95e-02 -7.05e-03 5.07e-02
## 2420 -4.12e-02 1.73e-02 4.54e-02 -1.65e-02 6.00e-03 5.81e-03 -6.18e-02
## 2421 8.37e-04 -2.21e-03 3.08e-07 4.52e-03 -6.19e-03 4.78e-03 8.48e-03
## 2422 -1.49e-02 -1.26e-02 2.75e-02 5.47e-03 -5.19e-03 -3.12e-03 3.62e-02
## 2423 -4.35e-02 3.31e-02 3.13e-02 -3.51e-02 6.58e-02 -4.68e-02 -8.54e-02
## 2424 -7.69e-03 2.53e-02 6.12e-05 -7.94e-04 1.05e-02 -2.57e-02 -5.07e-02
## 2425 -1.99e-03 -4.35e-04 1.16e-03 5.34e-03 4.17e-03 -9.78e-03 1.33e-02
## 2426 3.80e-02 6.49e-03 -3.99e-02 -8.01e-02 4.80e-02 -1.10e-02 -1.10e-01
## 2427 -1.50e-02 2.21e-02 -3.06e-03 2.52e-02 2.20e-02 -5.38e-02 -7.09e-02
## 2428 -7.72e-03 1.42e-02 2.01e-03 -2.12e-02 2.49e-03 2.54e-02 -4.33e-02
## 2429 5.42e-04 8.44e-04 -3.15e-03 -2.19e-04 1.66e-03 6.41e-04 -8.22e-03
## 2430 6.79e-03 -1.22e-02 -6.71e-04 -3.35e-03 -5.72e-03 9.34e-03 1.73e-02
## 2431 2.93e-03 -1.48e-03 -2.95e-03 -3.23e-03 2.87e-03 -2.05e-03 -6.30e-03
## 2432 2.42e-03 -1.39e-03 -2.04e-03 1.26e-04 1.71e-03 -6.34e-03 -9.23e-03
## 2433 1.02e-03 -1.07e-02 -5.22e-03 7.13e-04 1.09e-02 -4.81e-03 -3.17e-02
## 2434 -7.76e-03 1.91e-02 -6.36e-03 5.76e-03 -1.25e-02 2.89e-02 -4.87e-02
## 2435 -2.66e-04 2.74e-03 -4.55e-03 3.71e-03 5.78e-03 -7.92e-03 -1.34e-02
## 2436 -9.09e-03 -3.43e-03 1.83e-02 3.34e-02 -4.50e-02 2.88e-02 6.33e-02
## 2437 4.74e-03 -8.00e-04 -7.93e-03 4.05e-03 1.39e-03 -4.91e-03 -1.33e-02
## 2438 5.97e-03 -2.29e-02 7.48e-03 -1.50e-03 -5.55e-03 2.62e-03 3.40e-02
## 2439 2.64e-02 -4.65e-02 7.91e-03 -2.01e-02 -4.14e-02 5.37e-02 8.00e-02
## 2440 -6.94e-02 3.23e-02 7.86e-02 -2.25e-02 -1.55e-02 4.13e-02 -1.18e-01
## 2441 1.37e-03 -5.30e-04 -5.26e-04 4.92e-03 -8.74e-04 -5.82e-03 1.02e-02
## 2442 -3.50e-02 -9.43e-03 3.97e-02 4.03e-02 -8.42e-03 -1.33e-02 7.30e-02
## 2443 1.03e-02 -1.12e-02 -5.23e-03 -8.42e-03 -5.76e-03 9.88e-03 -2.01e-02
## 2444 -1.38e-02 -1.88e-02 6.69e-02 -1.60e-01 1.44e-02 7.72e-02 -2.20e-01
## 2445 -2.95e-03 3.12e-03 4.58e-04 8.11e-03 -4.23e-03 3.52e-03 1.30e-02
## 2446 -1.44e-03 -3.84e-03 2.36e-03 -3.02e-03 8.96e-03 -1.22e-02 -1.72e-02
## 2447 -3.17e-02 1.38e-02 3.23e-02 3.83e-03 1.36e-02 -2.92e-02 -4.71e-02
## 2448 -7.37e-03 -1.35e-03 7.20e-03 1.63e-02 -3.65e-03 -6.04e-03 2.49e-02
## 2449 3.02e-03 4.95e-04 -4.48e-04 -1.55e-02 3.60e-04 8.49e-03 -2.49e-02
## 2450 1.17e-02 2.72e-04 -1.27e-02 -1.72e-02 1.14e-02 -5.41e-03 -2.80e-02
## 2451 4.63e-04 -1.10e-02 5.96e-03 3.20e-03 -7.87e-03 7.89e-03 2.20e-02
## 2452 -1.04e-02 2.77e-03 8.18e-03 2.45e-02 -1.26e-02 1.62e-05 2.89e-02
## 2453 2.42e-02 -1.67e-02 -4.37e-03 -3.85e-02 7.81e-04 -4.78e-03 -6.64e-02
## 2454 1.72e-03 -1.98e-03 1.09e-03 8.41e-04 -6.85e-04 -5.12e-03 7.96e-03
## 2455 6.15e-03 -1.42e-02 -3.36e-03 -1.97e-02 1.02e-02 8.94e-03 -2.74e-02
## 2456 -2.61e-03 2.16e-03 -7.55e-04 6.17e-04 2.28e-03 2.13e-03 -7.50e-03
## 2457 -4.02e-03 1.01e-02 2.42e-03 -1.14e-02 1.53e-02 -9.29e-03 2.70e-02
## 2458 -1.21e-02 3.52e-02 2.53e-03 -3.41e-03 3.66e-03 8.99e-04 4.51e-02
## 2459 7.43e-03 -9.33e-03 -8.46e-04 1.38e-02 -2.36e-02 7.16e-03 -2.58e-02
## 2460 3.15e-04 1.01e-03 -1.79e-03 1.01e-02 -1.62e-02 1.53e-02 -2.34e-02
## 2461 -1.02e-02 7.29e-03 -3.95e-04 2.00e-02 6.40e-04 -7.40e-03 -3.05e-02
## 2462 -1.81e-03 4.32e-03 7.34e-04 1.89e-03 5.84e-05 -2.18e-03 6.06e-03
## 2463 3.28e-04 -2.07e-04 -8.59e-05 7.04e-04 -1.41e-03 6.70e-04 -1.69e-03
## 2464 1.58e-02 -3.87e-02 -5.63e-03 6.56e-03 -2.01e-02 1.99e-02 -5.57e-02
## 2465 3.43e-03 -4.89e-03 -2.95e-03 1.77e-02 -2.69e-02 1.91e-02 -3.72e-02
## 2466 -1.24e-03 2.60e-03 4.62e-04 -7.33e-03 8.22e-03 -2.57e-03 1.08e-02
## 2467 -6.44e-03 1.84e-02 1.32e-03 -3.26e-03 3.22e-03 1.15e-03 2.40e-02
## 2468 -1.68e-03 -1.15e-03 -1.10e-03 4.22e-03 -8.63e-04 2.94e-03 -1.20e-02
## 2469 -1.61e-04 -1.03e-03 -4.25e-04 1.61e-03 -8.99e-04 1.08e-03 -4.49e-03
## 2470 -1.64e-03 2.75e-03 -3.05e-03 5.80e-03 -1.10e-02 1.76e-02 -2.64e-02
## 2471 -8.15e-03 8.24e-03 -2.98e-03 2.61e-03 4.06e-03 9.98e-03 -2.65e-02
## 2472 -3.07e-03 5.43e-03 -1.70e-03 1.19e-02 -1.24e-02 1.07e-02 -2.35e-02
## 2473 -9.61e-04 -3.44e-04 -4.32e-04 2.67e-03 -3.24e-04 1.15e-04 -6.06e-03
## 2474 5.31e-04 -1.73e-03 -1.74e-03 1.07e-02 -1.39e-02 1.16e-02 -2.14e-02
## 2475 -1.52e-02 3.08e-02 2.07e-03 2.92e-03 8.98e-03 -3.36e-03 3.26e-02
## 2476 -9.66e-03 6.37e-03 -2.08e-03 2.84e-02 -1.16e-02 3.74e-03 -4.30e-02
## 2477 7.95e-03 -1.29e-02 -1.96e-03 1.59e-02 -2.67e-02 1.35e-02 -3.19e-02
## 2478 2.37e-03 -2.50e-03 -1.98e-04 -6.95e-03 1.94e-03 2.78e-03 8.21e-03
## 2479 -3.53e-04 8.86e-04 2.63e-04 -9.98e-04 1.21e-03 -3.54e-04 3.02e-03
## 2480 -2.03e-02 1.99e-02 -6.75e-03 8.45e-03 8.80e-03 2.59e-02 -6.26e-02
## 2481 -8.17e-03 1.89e-02 2.59e-03 5.30e-02 -3.68e-02 -1.50e-02 -6.38e-02
## 2482 3.49e-03 -7.66e-03 -3.10e-03 2.27e-02 -2.92e-02 1.81e-02 -4.19e-02
## 2483 -2.57e-04 1.04e-03 5.53e-04 -1.65e-03 2.54e-03 -3.12e-03 5.10e-03
## 2484 4.69e-03 -5.57e-03 -3.33e-04 1.13e-02 -1.72e-02 3.89e-03 -1.86e-02
## 2485 -1.24e-02 1.32e-02 -4.02e-03 8.22e-03 2.06e-03 1.58e-02 -3.89e-02
## 2486 1.19e-03 -2.48e-03 -6.58e-04 7.35e-03 -8.88e-03 4.25e-03 -1.17e-02
## 2487 -5.06e-04 7.24e-04 -2.68e-04 3.36e-03 -3.14e-03 1.81e-03 -5.13e-03
## 2488 -4.00e-04 2.17e-04 -8.22e-05 9.50e-04 -1.88e-04 -1.76e-05 -1.61e-03
## 2489 -7.09e-03 4.15e-03 -4.07e-03 -1.04e-03 5.47e-03 1.60e-02 -3.17e-02
## 2490 3.19e-04 -1.17e-03 -2.52e-04 5.45e-04 -6.00e-04 5.54e-04 -2.47e-03
## 2491 3.09e-03 -3.45e-03 3.42e-04 -4.71e-03 5.53e-04 -6.18e-04 8.04e-03
## 2492 -1.46e-02 9.84e-03 7.79e-04 -3.03e-02 5.48e-02 -1.36e-02 6.06e-02
## 2493 -1.08e-02 9.48e-03 -2.31e-03 1.06e-02 4.25e-03 3.35e-03 -3.06e-02
## 2494 2.61e-04 -1.36e-03 -1.63e-03 2.51e-03 -5.52e-03 8.98e-03 -1.31e-02
## 2495 -1.18e-02 1.23e-02 -2.20e-03 8.75e-03 5.90e-03 3.62e-03 -2.95e-02
## 2496 4.50e-03 -6.79e-03 -1.18e-04 -1.02e-02 3.45e-03 2.87e-03 1.38e-02
## 2497 -2.79e-03 4.07e-03 -6.05e-04 8.29e-03 -5.56e-03 2.66e-03 -1.29e-02
## 2498 -6.32e-03 5.67e-03 -1.26e-03 9.41e-03 9.17e-04 -1.91e-03 -2.15e-02
## 2499 -1.01e-02 1.13e-02 -1.65e-03 8.37e-03 3.66e-03 3.42e-03 -2.41e-02
## 2500 9.71e-03 -2.80e-02 -4.60e-03 1.21e-03 -7.59e-03 1.31e-02 -4.30e-02
## 2501 -2.49e-02 3.77e-02 -1.75e-03 3.25e-02 -3.38e-03 -3.17e-03 -6.22e-02
## 2502 -1.19e-03 1.85e-03 -9.93e-04 3.68e-03 -4.26e-03 5.15e-03 -1.02e-02
## 2503 5.96e-03 -1.66e-02 -2.25e-03 3.72e-04 -3.66e-03 5.41e-03 -2.32e-02
## 2504 1.63e-03 -5.05e-03 -1.59e-03 5.22e-03 -7.41e-03 6.97e-03 -1.52e-02
## 2505 1.13e-04 -1.62e-04 4.31e-05 -3.23e-04 2.88e-04 -3.07e-04 6.15e-04
## 2506 -1.11e-02 2.07e-02 -2.30e-03 -1.63e-03 7.14e-03 4.41e-03 -3.14e-02
## 2507 3.54e-05 -6.51e-05 -7.80e-05 3.65e-04 -5.49e-04 4.95e-04 -8.58e-04
## 2508 -3.01e-03 6.92e-03 2.48e-03 -5.61e-03 1.14e-02 -1.20e-02 2.16e-02
## 2509 -1.09e-03 -1.87e-03 -2.01e-03 6.97e-03 -6.21e-03 8.32e-03 -1.91e-02
## 2510 -7.30e-03 1.29e-02 9.29e-04 4.25e-04 6.87e-03 -2.78e-03 1.40e-02
## 2511 -5.43e-03 8.04e-03 -2.08e-03 2.26e-02 -2.06e-02 1.60e-02 -3.68e-02
## 2512 1.46e-03 -1.83e-03 1.07e-03 -2.21e-03 2.60e-03 -5.65e-03 9.39e-03
## 2513 9.02e-04 -1.12e-03 1.71e-04 -7.01e-04 -2.32e-04 -4.44e-04 2.24e-03
## 2514 3.10e-04 2.98e-04 2.72e-04 8.42e-04 -1.45e-03 -7.84e-05 2.57e-03
## 2515 -2.14e-03 -8.09e-04 -3.22e-03 2.04e-02 -2.04e-02 1.80e-02 -3.90e-02
## 2516 -5.50e-03 5.45e-03 -1.85e-03 2.65e-03 1.74e-03 7.81e-03 -1.72e-02
## 2517 -5.51e-03 1.19e-02 2.36e-03 8.82e-03 -2.60e-03 -3.63e-03 1.97e-02
## 2518 -5.31e-03 2.03e-02 1.56e-03 -4.00e-03 -5.47e-04 3.62e-03 3.05e-02
## 2519 2.32e-03 3.13e-03 8.47e-04 -8.29e-03 -3.77e-04 2.82e-03 1.81e-02
## 2520 4.60e-03 -5.16e-03 4.54e-04 -9.60e-03 2.79e-03 -1.09e-04 1.41e-02
## 2521 4.04e-04 -5.25e-03 -2.44e-03 -4.94e-03 4.23e-03 5.81e-03 -1.77e-02
## 2522 6.96e-03 -1.63e-02 -2.65e-03 1.36e-02 -1.95e-02 1.09e-02 -3.24e-02
## 2523 1.21e-03 -9.29e-03 -4.57e-03 -2.12e-02 1.60e-02 1.41e-02 -3.38e-02
## 2524 -1.10e-03 1.94e-03 -1.72e-03 1.45e-02 -1.69e-02 1.29e-02 -2.58e-02
## 2525 -7.68e-03 1.61e-02 -7.28e-03 -2.13e-02 8.30e-03 3.42e-02 -5.22e-02
## 2526 -8.40e-03 1.03e-02 -8.82e-03 8.07e-03 -1.82e-02 5.09e-02 -7.03e-02
## 2527 -2.84e-03 2.24e-03 -8.06e-04 8.62e-03 -4.90e-03 3.76e-03 -1.36e-02
## 2528 -5.78e-05 -3.63e-04 1.53e-04 -1.08e-03 1.89e-03 -1.44e-03 2.58e-03
## 2529 -1.12e-03 1.54e-04 -7.12e-04 3.93e-03 -2.37e-03 2.44e-03 -8.20e-03
## 2530 -3.53e-03 1.29e-02 9.78e-04 -3.18e-03 5.65e-04 2.15e-03 1.92e-02
## 2531 -5.42e-03 7.07e-03 -2.39e-03 7.53e-03 -6.19e-03 1.40e-02 -2.40e-02
## 2532 -2.62e-02 2.95e-02 -1.09e-02 -1.53e-03 1.18e-02 5.32e-02 -8.94e-02
## 2533 -1.88e-05 -1.76e-04 -8.56e-05 -5.42e-04 6.01e-04 7.37e-06 -8.70e-04
## 2534 5.72e-04 4.52e-03 5.11e-04 -8.99e-03 2.89e-03 2.36e-03 1.54e-02
## 2535 -1.14e-02 1.51e-02 -3.86e-03 7.37e-03 -1.85e-03 1.94e-02 -3.71e-02
## 2536 -1.16e-02 8.60e-03 4.47e-03 1.92e-02 -3.17e-05 -7.06e-03 2.62e-02
## 2537 -6.17e-06 -1.20e-05 -2.94e-05 7.31e-05 8.66e-05 -7.77e-05 3.39e-04
## 2538 -1.66e-03 2.48e-03 1.18e-02 1.84e-02 -2.63e-02 -1.19e-02 -4.62e-02
## 2539 1.74e-03 -3.72e-04 -5.81e-03 -2.13e-03 4.50e-03 7.63e-03 1.82e-02
## 2540 6.37e-02 -4.75e-02 -4.92e-02 2.62e-02 -8.12e-02 8.34e-02 1.20e-01
## 2541 -6.78e-02 6.55e-02 1.67e-02 5.49e-02 1.91e-02 1.23e-02 1.20e-01
## 2542 -1.13e-02 -7.73e-03 1.64e-02 8.46e-03 -1.22e-03 -4.42e-03 2.61e-02
## 2543 5.39e-03 -2.99e-03 -8.20e-03 -1.48e-02 1.27e-02 6.97e-03 2.14e-02
## 2544 1.14e-02 7.94e-03 -1.65e-02 -7.74e-03 6.50e-03 -7.35e-03 -2.92e-02
## 2545 -2.96e-02 2.92e-03 4.70e-02 1.43e-02 -1.35e-02 -3.02e-02 -6.61e-02
## 2546 4.11e-02 -4.21e-02 9.60e-03 -8.76e-02 4.67e-03 -1.09e-02 -1.41e-01
## 2547 1.69e-03 6.39e-05 -9.55e-04 5.15e-04 -1.59e-03 -2.28e-03 -6.61e-03
## 2548 1.01e-03 -2.39e-03 1.94e-03 -2.35e-03 1.25e-03 -6.03e-03 -9.79e-03
## 2549 -8.81e-02 9.46e-02 -2.28e-03 4.54e-02 2.08e-02 1.17e-01 2.28e-01
## 2550 1.80e-02 -4.31e-03 -1.42e-02 -4.26e-03 -1.23e-03 -1.41e-02 -3.27e-02
## 2551 -1.47e-03 1.92e-04 3.06e-04 6.40e-04 8.55e-04 2.30e-03 6.00e-03
## 2552 2.62e-02 -1.07e-02 -1.22e-02 -1.74e-02 -2.12e-02 2.87e-02 5.16e-02
## 2553 -1.02e-02 5.96e-03 8.25e-03 9.38e-03 -5.62e-03 5.03e-03 1.72e-02
## 2554 -5.09e-02 -9.76e-03 5.29e-02 -6.40e-03 3.58e-02 -8.58e-03 8.55e-02
## 2555 -6.86e-03 5.01e-03 6.36e-03 1.79e-03 -2.33e-04 5.07e-04 9.58e-03
## 2556 -2.17e-03 1.43e-03 2.14e-03 -1.27e-03 9.86e-04 9.81e-04 3.94e-03
## 2557 -4.12e-02 1.82e-03 3.11e-02 -1.13e-02 6.55e-02 -4.24e-02 9.22e-02
## 2558 -1.49e-02 1.65e-02 1.28e-02 4.72e-03 -1.77e-03 1.77e-03 2.83e-02
## 2559 -3.87e-03 1.29e-03 4.49e-04 4.75e-03 2.32e-03 5.65e-04 1.25e-02
## 2560 3.43e-02 -8.80e-03 -2.44e-02 -7.56e-03 -1.95e-02 1.88e-03 -4.91e-02
## 2561 7.06e-03 8.31e-03 -1.11e-02 1.46e-02 -1.61e-02 2.10e-03 -2.81e-02
## 2562 1.23e-03 4.46e-04 -1.45e-03 -8.61e-05 -2.91e-04 -3.84e-04 -2.39e-03
## 2563 -5.59e-02 -2.59e-02 7.44e-02 5.59e-02 1.13e-02 -7.05e-02 1.33e-01
## 2564 -7.92e-02 5.20e-03 5.99e-02 4.82e-02 5.15e-02 -5.19e-02 1.46e-01
## 2565 -4.95e-02 -4.96e-04 4.42e-02 1.97e-02 1.91e-03 2.43e-02 8.49e-02
## 2566 -7.69e-03 2.09e-03 5.36e-03 1.39e-03 5.89e-03 -2.26e-03 1.18e-02
## 2567 -2.60e-02 4.80e-06 2.14e-02 5.23e-02 2.92e-03 -4.48e-02 7.63e-02
## 2568 1.61e-02 8.85e-03 -2.21e-02 -2.26e-02 9.18e-03 6.61e-03 -3.99e-02
## 2569 5.09e-03 1.11e-02 -1.46e-02 5.73e-03 -1.71e-03 3.09e-03 -2.08e-02
## 2570 2.37e-04 2.21e-04 -4.48e-04 1.31e-04 -1.24e-04 1.16e-04 -6.19e-04
## 2571 3.25e-03 -1.17e-02 7.03e-03 4.42e-04 -9.37e-03 2.73e-03 1.91e-02
## 2572 1.15e-02 -5.67e-03 -1.15e-02 -1.92e-03 -1.07e-02 1.54e-02 -2.49e-02
## 2573 -3.86e-02 7.33e-03 2.66e-02 4.97e-02 -1.08e-02 3.22e-03 7.73e-02
## 2574 -2.38e-03 -7.75e-03 7.96e-03 -4.21e-03 1.81e-03 -6.46e-04 1.38e-02
## 2575 -1.70e-02 9.45e-03 1.78e-02 1.36e-02 -8.02e-03 -3.82e-04 2.68e-02
## 2576 2.40e-02 2.44e-04 -2.12e-02 -1.91e-03 -1.89e-02 9.79e-03 -3.91e-02
## 2577 4.45e-03 9.33e-03 -1.20e-02 -8.88e-03 8.99e-03 5.19e-04 -2.13e-02
## 2578 8.10e-04 6.37e-03 -5.81e-03 9.61e-03 -5.10e-03 -6.38e-04 -1.50e-02
## 2579 -4.90e-02 3.22e-03 3.06e-02 3.10e-02 4.40e-03 3.37e-02 1.06e-01
## 2580 -3.76e-02 -2.81e-02 6.91e-02 1.18e-02 -2.79e-03 -3.13e-02 8.47e-02
## 2581 -1.61e-03 -2.85e-02 2.52e-02 -2.37e-02 -1.46e-02 3.46e-02 5.74e-02
## 2582 -5.52e-03 -2.29e-04 5.17e-03 -5.30e-04 2.42e-03 2.30e-03 9.17e-03
## 2583 -1.37e-03 -7.00e-04 2.25e-03 -6.59e-04 -5.35e-04 1.79e-03 3.50e-03
## 2584 -6.34e-03 -5.13e-03 8.64e-03 8.46e-03 4.42e-03 -1.41e-02 2.30e-02
## 2585 -2.23e-02 4.12e-03 1.79e-02 6.12e-03 1.92e-02 -1.67e-02 3.83e-02
## 2586 -1.13e-03 -4.27e-04 1.62e-03 2.81e-04 -2.56e-04 4.23e-04 2.35e-03
## 2587 -4.01e-02 1.06e-02 2.59e-02 2.28e-02 3.89e-02 -4.20e-02 8.01e-02
## 2588 1.42e-03 -5.24e-03 1.27e-03 6.30e-04 -2.16e-03 1.33e-03 7.12e-03
## 2589 1.38e-02 1.65e-02 -3.07e-02 2.57e-02 -4.60e-03 -1.66e-02 -4.90e-02
## 2590 -5.47e-02 -4.08e-02 8.79e-02 -1.81e-02 4.01e-02 -4.17e-02 1.27e-01
## 2591 -4.23e-03 -7.85e-03 9.49e-03 -2.93e-03 1.91e-03 -2.79e-04 1.54e-02
## 2592 -2.10e-04 2.33e-04 2.77e-04 -9.39e-05 -4.36e-05 2.40e-05 5.64e-04
## 2593 1.67e-02 3.48e-02 -4.49e-02 1.40e-02 -2.24e-03 -4.89e-04 -7.19e-02
## 2594 -1.14e-01 8.11e-02 4.66e-02 1.38e-01 7.06e-02 -1.44e-01 2.32e-01
## 2595 3.88e-04 1.07e-02 -8.10e-03 5.49e-03 -3.99e-03 5.90e-03 -1.89e-02
## 2596 -1.08e-01 1.04e-02 1.01e-01 -1.35e-05 4.69e-02 1.10e-02 1.47e-01
## 2597 -2.76e-02 -6.39e-04 2.49e-02 9.87e-03 1.81e-02 -1.46e-02 4.93e-02
## 2598 -1.42e-01 -6.01e-03 1.64e-01 4.21e-02 4.88e-02 -8.67e-02 2.02e-01
## 2599 -8.69e-03 -2.35e-03 1.14e-02 1.20e-02 -4.33e-03 -5.69e-03 1.92e-02
## 2600 -1.29e-01 5.22e-02 9.47e-02 -2.33e-02 1.68e-01 -1.31e-01 2.23e-01
## 2601 -7.89e-03 -6.51e-03 1.07e-02 -1.49e-03 5.87e-03 -1.58e-03 1.99e-02
## 2602 -3.61e-02 -1.88e-03 4.90e-02 4.69e-02 -1.69e-02 -3.53e-02 7.34e-02
## 2603 -3.41e-03 -3.28e-03 3.01e-03 3.91e-03 1.43e-03 9.28e-04 1.57e-02
## 2604 -4.07e-04 1.44e-04 7.52e-04 -3.02e-04 -2.00e-04 2.77e-04 1.30e-03
## 2605 2.13e-04 9.10e-03 -1.63e-02 -2.04e-03 1.37e-02 3.74e-03 -3.44e-02
## 2606 -2.15e-02 -8.63e-03 3.46e-02 -9.91e-03 9.58e-03 -8.54e-03 4.23e-02
## 2607 8.27e-04 7.74e-03 -1.04e-02 5.50e-03 5.60e-03 -3.87e-03 -1.82e-02
## 2608 9.46e-03 1.35e-03 -1.09e-02 -9.66e-03 9.26e-04 5.69e-03 -1.81e-02
## 2609 -3.53e-03 1.01e-02 -5.15e-04 4.78e-03 -5.35e-03 2.86e-03 -1.76e-02
## 2610 1.30e-02 -2.57e-02 4.84e-03 -7.55e-03 -1.20e-02 1.04e-02 3.74e-02
## 2611 1.33e-03 -2.78e-02 1.92e-02 -1.14e-02 -2.56e-02 4.11e-02 5.60e-02
## 2612 2.90e-04 -7.48e-04 9.46e-05 -1.07e-04 4.93e-05 -2.21e-04 1.05e-03
## 2613 -9.17e-03 9.07e-03 7.84e-03 8.61e-03 -3.68e-03 -1.25e-03 1.80e-02
## 2614 -8.89e-03 1.84e-02 -4.14e-03 -1.41e-02 1.75e-02 6.91e-03 -2.79e-02
## 2615 4.17e-03 6.53e-03 -4.38e-03 1.00e-03 -5.88e-03 -2.35e-03 -2.10e-02
## 2616 3.98e-04 -1.25e-02 8.34e-03 -1.61e-03 -1.50e-03 -3.25e-03 1.76e-02
## 2617 -4.51e-02 1.76e-02 3.19e-02 1.72e-02 3.19e-02 -2.88e-02 6.57e-02
## 2618 -6.46e-02 2.15e-02 4.69e-02 2.79e-02 4.88e-02 -5.44e-02 9.82e-02
## 2619 -9.29e-03 1.23e-02 1.03e-02 4.61e-04 7.62e-04 -6.04e-03 2.46e-02
## 2620 -6.95e-03 -1.91e-02 1.86e-02 9.08e-03 -8.67e-03 3.58e-03 4.14e-02
## 2621 1.63e-03 -4.80e-03 2.27e-04 2.61e-03 -7.41e-04 -1.91e-03 9.21e-03
## 2622 2.06e-03 -2.43e-03 -2.04e-03 -4.63e-04 1.25e-04 4.48e-04 -4.57e-03
## 2623 -1.41e-03 2.59e-03 2.41e-04 1.70e-03 4.40e-05 -1.79e-03 -4.17e-03
## 2624 -8.04e-03 -1.38e-02 1.65e-02 1.94e-02 -1.03e-02 -6.92e-03 3.61e-02
## 2625 -1.84e-04 -4.27e-03 4.28e-03 7.05e-03 -1.08e-03 -1.13e-02 1.71e-02
## 2626 -1.89e-02 2.89e-02 5.28e-02 -6.84e-02 4.10e-02 -9.61e-02 -2.04e-01
## 2627 4.92e-03 -5.45e-03 2.33e-03 -2.38e-03 8.85e-03 -3.70e-02 -4.90e-02
## 2628 1.01e-03 1.87e-03 5.63e-04 -1.06e-02 1.67e-03 3.12e-03 -1.71e-02
## 2629 8.63e-04 -1.71e-03 -2.72e-04 -3.64e-04 1.57e-04 -4.16e-04 -2.07e-03
## 2630 -3.40e-05 -4.44e-06 2.51e-04 -1.05e-03 1.72e-06 7.82e-04 -1.56e-03
## 2631 6.42e-03 2.05e-03 -5.45e-03 -1.75e-02 -2.21e-03 1.61e-02 -3.00e-02
## 2632 5.92e-03 5.11e-03 -5.74e-03 -8.74e-04 -7.84e-03 8.51e-03 1.85e-02
## 2633 1.12e-02 4.64e-03 -1.41e-02 -2.74e-02 2.39e-04 2.93e-02 -4.40e-02
## 2634 3.08e-04 7.42e-04 2.28e-04 1.97e-04 -1.62e-03 1.08e-03 3.58e-03
## 2635 6.14e-05 -1.00e-03 3.72e-04 -5.48e-04 2.57e-05 1.03e-03 2.33e-03
## 2636 -3.77e-04 -8.85e-03 2.26e-02 -3.99e-02 1.60e-02 -2.92e-02 -8.20e-02
## 2637 5.04e-02 -4.61e-02 -2.19e-02 9.62e-03 -1.95e-02 -2.50e-02 8.21e-02
## 2638 -4.25e-03 7.63e-03 3.28e-03 -5.19e-03 4.84e-04 7.33e-03 1.60e-02
## 2639 -3.66e-04 3.54e-03 -5.97e-03 1.86e-02 7.02e-03 -2.31e-02 3.36e-02
## 2640 1.24e-02 -2.22e-02 -2.39e-03 -1.06e-02 4.86e-03 -9.51e-03 -2.93e-02
## 2641 -3.36e-04 1.36e-03 -1.54e-04 -4.76e-03 3.07e-03 4.86e-04 -6.24e-03
## 2642 -8.67e-02 3.76e-02 9.78e-02 -1.02e-01 7.92e-02 -1.83e-02 -1.71e-01
## 2643 1.98e-02 -8.20e-03 -1.24e-02 -2.46e-02 2.15e-02 -3.39e-02 -5.83e-02
## 2644 -1.36e-05 1.32e-04 5.04e-05 -1.81e-04 -2.55e-04 6.55e-04 8.51e-04
## 2645 3.37e-03 -2.80e-04 -2.63e-03 -7.92e-03 9.26e-04 4.50e-03 -1.07e-02
## 2646 9.77e-02 5.53e-02 -1.42e-01 -1.25e-01 5.75e-02 4.27e-02 -2.28e-01
## 2647 6.83e-03 -1.91e-02 1.23e-02 -4.96e-03 -1.49e-02 3.65e-03 3.26e-02
## 2648 -3.22e-03 1.72e-02 2.13e-04 1.42e-02 -1.59e-02 -4.52e-03 -3.99e-02
## 2649 1.13e-05 1.55e-05 1.30e-05 -1.17e-04 3.73e-05 -6.69e-06 -1.83e-04
## 2650 -5.48e-04 4.64e-04 -3.20e-05 9.14e-04 5.17e-04 -5.12e-04 2.04e-03
## 2651 1.13e-03 -3.73e-04 1.16e-03 7.50e-03 -7.45e-03 -5.67e-03 -1.36e-02
## 2652 2.80e-03 -8.71e-03 -2.82e-04 2.54e-03 -5.54e-05 -4.77e-03 -1.26e-02
## 2653 -3.76e-05 2.82e-03 -1.78e-03 -1.27e-03 2.56e-03 -8.26e-05 4.53e-03
## 2654 1.54e-04 1.40e-03 -9.67e-04 5.95e-05 3.05e-04 -4.35e-04 -2.41e-03
## 2655 4.65e-02 -2.24e-02 -5.55e-02 -3.60e-02 2.71e-02 2.48e-02 8.23e-02
## 2656 -4.37e-03 1.27e-03 6.91e-03 -5.20e-03 -3.69e-03 7.36e-03 -1.56e-02
## 2657 1.85e-02 -2.08e-02 -1.44e-02 3.10e-02 -8.05e-03 -2.69e-02 5.56e-02
## 2658 7.73e-03 -1.71e-03 -1.19e-02 1.75e-02 8.51e-03 -3.01e-02 3.98e-02
## 2659 1.54e-02 8.98e-02 -6.79e-02 -1.44e-01 6.05e-02 1.13e-01 -2.24e-01
## 2660 -2.03e-03 4.31e-03 -1.04e-03 -2.23e-02 1.69e-02 4.35e-03 -2.44e-02
## 2661 -5.17e-02 6.58e-02 1.47e-02 3.62e-03 3.81e-02 -2.07e-02 -8.13e-02
## 2662 4.63e-03 -6.37e-03 -1.64e-04 -1.09e-02 -1.03e-03 1.19e-02 1.75e-02
## 2663 -6.05e-03 -3.77e-03 6.11e-03 1.88e-02 -3.29e-03 -9.72e-03 2.80e-02
## 2664 3.30e-03 -3.46e-03 1.26e-03 1.23e-02 -1.15e-02 -3.36e-03 1.92e-02
## 2665 -1.05e-02 1.27e-02 6.64e-03 -1.64e-02 2.37e-02 -1.91e-02 -3.62e-02
## 2666 -4.30e-03 3.73e-03 2.15e-03 6.30e-03 -2.41e-03 1.34e-03 9.23e-03
## 2667 -1.12e-02 6.40e-03 8.71e-03 -2.16e-02 9.89e-03 1.78e-02 -3.09e-02
## 2668 1.80e-02 -2.14e-02 -1.37e-02 -7.75e-03 3.12e-03 8.19e-03 3.60e-02
## 2669 1.30e-02 7.89e-03 -6.24e-03 -4.05e-02 5.51e-02 -9.03e-02 -1.30e-01
## 2670 -2.50e-02 3.28e-02 2.28e-02 -1.52e-02 -6.52e-03 3.56e-02 7.11e-02
## 2671 -4.60e-04 6.75e-03 -2.11e-03 3.44e-02 -2.40e-02 -2.90e-03 3.67e-02
## 2672 2.68e-03 1.89e-03 -2.81e-03 -1.03e-02 1.18e-03 7.95e-03 -1.45e-02
## 2673 -2.46e-04 -4.30e-02 3.25e-02 2.72e-02 -4.95e-02 1.97e-02 7.61e-02
## 2674 4.51e-02 1.48e-02 -5.37e-02 -2.27e-01 9.67e-02 1.13e-01 -2.48e-01
## 2675 -1.27e-03 4.76e-03 -2.01e-03 1.22e-03 2.63e-03 -2.92e-03 -6.85e-03
## 2676 8.62e-04 -7.33e-04 -2.15e-04 -3.41e-04 -1.00e-03 1.04e-03 1.71e-03
## 2677 -1.37e-03 -8.44e-04 3.08e-03 -5.18e-03 4.38e-04 3.24e-03 -7.57e-03
## 2678 2.43e-04 4.76e-04 -6.62e-04 -1.32e-03 1.86e-03 -1.48e-03 -2.86e-03
## 2679 -6.14e-03 3.54e-03 4.04e-03 2.21e-03 3.07e-03 -3.79e-03 -7.82e-03
## 2680 -1.48e-02 9.76e-03 1.17e-02 -1.48e-02 2.12e-02 -1.04e-02 -2.72e-02
## 2681 4.39e-04 -9.69e-04 -9.54e-05 -5.45e-04 4.77e-04 -5.71e-04 -1.57e-03
## 2682 -3.93e-03 -1.63e-03 2.81e-02 5.62e-02 -1.44e-01 1.35e-01 1.88e-01
## 2683 -4.70e-05 -1.24e-03 4.61e-04 -7.11e-04 9.19e-04 -5.87e-05 2.60e-03
## 2684 2.40e-02 -3.45e-02 -1.32e-02 -1.30e-01 8.29e-02 1.79e-02 -1.35e-01
## 2685 -6.23e-03 7.19e-03 2.28e-03 -4.81e-04 3.51e-03 -1.97e-04 -1.00e-02
## 2686 3.42e-03 2.89e-02 -1.34e-02 8.93e-02 -6.24e-02 -1.12e-02 1.01e-01
## 2687 -2.33e-03 3.37e-04 -1.42e-03 3.11e-03 4.89e-03 -6.47e-03 -1.63e-02
## 2688 -8.26e-04 1.90e-04 7.16e-04 1.48e-03 -8.10e-04 2.25e-04 2.01e-03
## 2689 -3.07e-03 3.74e-03 -3.71e-03 3.05e-02 -2.86e-02 2.92e-02 5.43e-02
## 2690 -4.03e-03 1.76e-02 -1.87e-03 6.29e-03 -7.60e-03 8.86e-03 2.62e-02
## 2691 9.66e-04 8.82e-04 -8.21e-04 -5.67e-03 3.54e-03 -1.83e-03 -9.40e-03
## 2692 -2.49e-03 5.26e-03 -6.02e-04 -1.78e-03 4.55e-03 -2.43e-03 -7.72e-03
## 2693 1.79e-03 -1.96e-03 -9.52e-04 6.75e-03 -3.88e-03 -1.96e-03 1.04e-02
## 2694 -1.08e-02 8.69e-03 8.28e-03 6.06e-03 -2.16e-03 6.23e-03 2.38e-02
## 2695 -4.69e-03 7.19e-03 7.43e-03 8.98e-03 1.30e-02 -5.20e-02 -5.67e-02
## 2696 3.08e-02 9.06e-03 -2.23e-02 -7.72e-02 6.31e-02 -6.92e-02 -1.47e-01
## 2697 -1.39e-02 2.79e-02 -1.13e-03 2.10e-02 6.22e-04 -5.07e-03 3.73e-02
## 2698 -9.74e-05 -2.96e-04 1.07e-03 -1.02e-03 -1.75e-03 3.55e-03 5.14e-03
## 2699 1.63e-02 -4.23e-03 -1.43e-02 -3.58e-02 1.31e-02 1.34e-02 -3.97e-02
## 2700 -1.16e-02 1.41e-02 9.13e-03 -6.83e-03 1.52e-02 -2.19e-02 -3.59e-02
## 2701 8.86e-04 -1.14e-03 -5.45e-04 -6.04e-03 4.33e-03 -3.88e-04 -6.97e-03
## 2702 1.77e-04 5.30e-03 -2.73e-03 -3.42e-04 1.72e-03 -4.81e-03 -1.48e-02
## 2703 -4.45e-03 -5.85e-03 9.94e-03 6.99e-03 -1.22e-02 1.11e-02 2.40e-02
## 2704 2.85e-03 -3.22e-03 -7.77e-04 -1.34e-03 -1.86e-03 2.02e-03 4.78e-03
## 2705 -3.69e-03 1.19e-02 1.02e-03 2.01e-03 -2.60e-03 1.62e-03 1.68e-02
## 2706 -3.72e-03 4.27e-03 -3.62e-03 4.16e-02 -3.00e-02 1.63e-02 5.48e-02
## 2707 -2.04e-04 1.21e-03 -1.98e-04 7.47e-05 1.14e-03 -2.75e-03 -3.75e-03
## 2708 -2.95e-03 1.24e-03 1.37e-03 3.32e-03 3.52e-03 -2.86e-03 1.40e-02
## 2709 -5.72e-04 6.29e-04 5.74e-04 9.16e-04 -6.70e-04 -4.24e-05 1.56e-03
## 2710 3.10e-03 -3.09e-02 1.74e-02 2.54e-02 -4.02e-02 1.89e-02 5.80e-02
## 2711 1.26e-02 -1.92e-02 -4.11e-03 -1.49e-02 -2.14e-02 5.23e-02 5.57e-02
## 2712 4.42e-04 -1.91e-04 -1.73e-04 -7.71e-05 -7.06e-05 -6.71e-04 -1.11e-03
## 2713 3.41e-03 -8.19e-03 3.51e-04 -8.12e-04 -1.23e-03 1.70e-03 1.21e-02
## 2714 4.16e-01 -1.79e-01 -3.43e-01 4.53e-02 -1.89e-01 -5.90e-04 4.34e-01
## 2715 -9.38e-04 6.12e-03 5.22e-04 -3.01e-03 -6.99e-04 3.51e-03 1.25e-02
## 2716 3.35e-02 1.35e-02 -8.62e-02 -8.72e-02 8.72e-02 7.80e-02 1.67e-01
## 2717 1.41e-05 1.01e-03 -7.10e-04 -5.02e-04 2.01e-03 -2.79e-03 -3.97e-03
## 2718 2.26e-03 1.62e-02 -3.15e-02 -7.69e-02 8.09e-02 3.16e-02 1.08e-01
## 2719 1.48e-02 5.63e-03 -1.03e-02 -7.46e-03 -2.03e-02 2.67e-02 4.50e-02
## 2720 -3.68e-03 -1.98e-02 6.90e-03 -8.81e-03 6.89e-03 9.04e-03 -3.68e-02
## 2721 1.97e-02 3.28e-02 -2.72e-02 -2.98e-03 -1.51e-02 1.42e-02 6.96e-02
## 2722 -1.96e-03 1.17e-03 7.33e-04 2.13e-03 1.80e-03 -3.81e-03 -5.17e-03
## 2723 -1.89e-05 -2.37e-03 1.21e-02 -7.76e-03 -1.53e-02 1.83e-02 4.02e-02
## 2724 1.46e-02 9.41e-03 -1.51e-02 -3.01e-02 1.17e-02 1.12e-02 4.61e-02
## 2725 2.00e-03 -2.78e-03 9.82e-04 -6.89e-03 -1.62e-03 8.21e-03 1.15e-02
## 2726 -1.00e-01 5.75e-02 4.05e-02 -6.05e-02 1.04e-01 8.44e-02 2.00e-01
## 2727 3.78e-02 -9.74e-02 4.82e-02 -2.99e-02 -1.02e-01 9.52e-02 1.71e-01
## 2728 -1.15e-03 -1.12e-03 1.95e-03 3.16e-04 3.29e-04 -6.97e-04 3.21e-03
## 2729 1.11e-02 -3.93e-03 -1.86e-02 -2.19e-02 5.40e-03 4.06e-02 4.88e-02
## 2730 4.98e-02 5.45e-03 -5.57e-02 -1.27e-02 1.01e-03 -1.96e-03 6.61e-02
## 2731 2.78e-02 -7.63e-03 -2.90e-02 -2.38e-02 6.95e-03 1.91e-02 4.23e-02
## 2732 3.53e-02 2.56e-03 -2.52e-02 -1.36e-02 -5.82e-02 8.39e-02 1.07e-01
## 2733 1.49e-05 7.82e-04 -1.46e-04 2.10e-05 1.30e-03 -3.20e-03 -3.78e-03
## 2734 -4.12e-02 -2.14e-02 1.00e-01 1.58e-02 -4.94e-02 -4.50e-02 -1.44e-01
## 2735 -3.16e-03 -1.05e-03 4.70e-03 -2.12e-04 -3.22e-04 -6.94e-04 -5.55e-03
## 2736 -2.09e-02 -3.68e-02 4.74e-02 -3.72e-02 1.85e-02 -6.77e-03 -7.78e-02
## 2737 -8.46e-03 -2.37e-03 1.67e-02 4.00e-03 -8.35e-03 -5.96e-03 -2.31e-02
## 2738 -7.25e-03 3.06e-03 1.16e-02 1.55e-02 -1.05e-02 -1.53e-02 -2.70e-02
## 2739 4.28e-03 -5.53e-03 -1.49e-03 5.74e-04 -1.99e-03 -4.46e-04 7.77e-03
## 2740 -7.47e-03 5.47e-03 4.90e-03 4.20e-03 2.86e-03 -5.66e-03 -9.51e-03
## 2741 -6.19e-02 1.17e-02 9.85e-02 5.14e-02 -7.88e-02 -6.84e-03 -1.46e-01
## 2742 1.00e-03 -1.62e-02 8.72e-03 -1.00e-03 -7.37e-03 1.50e-03 -2.16e-02
## 2743 -7.44e-06 -1.45e-04 -1.54e-04 -7.36e-04 6.81e-04 5.44e-04 1.28e-03
## 2744 -2.10e-02 -2.87e-02 7.88e-02 5.04e-02 -6.25e-02 -7.52e-02 -1.47e-01
## 2745 -8.13e-04 -5.65e-03 5.35e-03 1.44e-03 -3.92e-03 -1.87e-03 -9.45e-03
## 2746 -4.02e-02 2.42e-03 5.27e-02 2.16e-02 -1.22e-02 -2.32e-02 -6.29e-02
## 2747 -2.15e-02 -2.31e-02 5.11e-02 3.95e-03 -2.40e-02 -6.58e-03 -6.48e-02
## 2748 -1.86e-03 -5.49e-03 6.84e-03 7.38e-03 -8.07e-03 -3.89e-03 -1.36e-02
## 2749 -5.82e-02 6.80e-03 8.47e-02 2.09e-02 -1.38e-02 -5.25e-02 -1.13e-01
## 2750 3.42e-03 -4.00e-03 -9.93e-04 -9.30e-04 -1.65e-05 -4.67e-03 -8.33e-03
## 2751 2.21e-03 -3.41e-03 -5.95e-03 -4.61e-03 1.19e-02 -3.65e-04 2.23e-02
## 2752 1.56e-03 -1.48e-03 -1.30e-03 -4.52e-04 -3.65e-05 -4.98e-04 -3.52e-03
## 2753 -1.21e-03 -9.76e-04 4.01e-03 -1.11e-03 -1.61e-03 -2.47e-03 -9.22e-03
## 2754 -3.11e-03 -4.86e-03 1.07e-02 -2.31e-03 -1.65e-02 3.01e-02 4.52e-02
## 2755 -1.12e-03 -2.87e-03 3.15e-03 -2.55e-03 1.93e-03 -3.77e-03 -9.82e-03
## 2756 -1.08e-03 -2.25e-03 2.56e-03 1.30e-03 -2.09e-03 2.50e-03 7.02e-03
## 2757 -2.31e-02 -1.00e-02 2.42e-02 2.79e-02 -2.68e-02 4.23e-02 8.29e-02
## 2758 8.53e-04 3.38e-03 -1.77e-03 -4.10e-05 -1.04e-03 1.88e-03 6.94e-03
## 2759 -5.80e-03 -3.07e-03 1.59e-02 -9.06e-03 1.35e-02 -3.87e-02 -5.58e-02
## 2760 3.81e-03 -3.91e-03 5.01e-04 -3.31e-03 -2.77e-03 -1.46e-03 -1.07e-02
## 2761 -8.65e-03 -4.90e-03 7.91e-03 1.27e-02 -7.31e-03 1.13e-02 3.15e-02
## 2762 1.56e-03 -1.05e-03 -1.42e-03 -2.36e-04 -5.49e-04 1.84e-03 3.93e-03
## 2763 2.68e-03 3.42e-05 -4.88e-03 -1.62e-05 6.14e-03 -1.11e-02 -1.75e-02
## 2764 3.20e-03 -2.57e-03 -9.94e-04 -7.72e-03 2.98e-03 -9.50e-04 -1.04e-02
## 2765 1.07e-03 3.45e-03 -7.37e-03 -1.63e-02 2.08e-02 -8.23e-03 -3.00e-02
## 2766 -1.36e-02 2.97e-02 2.07e-03 5.88e-03 -3.27e-03 1.35e-02 3.96e-02
## 2767 -1.79e-02 9.78e-03 1.74e-02 -2.55e-03 2.84e-03 -1.70e-03 -2.56e-02
## 2768 -3.76e-04 5.25e-04 2.26e-04 4.92e-05 8.40e-05 3.46e-04 1.55e-03
## 2769 4.45e-03 -1.35e-03 -3.36e-03 -4.48e-03 3.96e-03 -8.19e-03 -1.56e-02
## 2770 1.44e-03 -6.95e-03 1.06e-03 -6.47e-03 7.14e-04 1.00e-02 1.64e-02
## 2771 6.86e-03 -1.02e-02 -1.14e-02 3.35e-02 -1.41e-02 2.59e-03 5.71e-02
## 2772 -4.55e-03 1.88e-02 -6.06e-04 2.21e-03 -8.03e-03 1.56e-02 3.39e-02
## 2773 -1.20e-02 1.68e-02 -5.22e-03 -6.81e-03 1.49e-02 1.52e-02 -3.35e-02
## 2774 -3.19e-04 -1.69e-03 7.52e-04 -1.08e-03 -2.45e-03 5.79e-03 -7.01e-03
## 2775 2.15e-02 -3.91e-02 1.42e-02 -1.76e-02 -2.80e-02 2.44e-03 -6.45e-02
## 2776 -1.60e-02 6.58e-03 8.91e-03 -1.83e-02 1.23e-02 2.33e-02 -3.54e-02
## 2777 -8.06e-03 4.52e-02 -6.25e-03 3.49e-02 -1.41e-02 -2.00e-02 6.65e-02
## 2778 1.51e-03 5.72e-03 -3.03e-03 2.21e-03 1.27e-03 -6.59e-03 1.18e-02
## 2779 3.24e-04 1.65e-03 1.37e-03 6.10e-03 -1.64e-03 -1.01e-02 1.33e-02
## 2780 -2.79e-03 6.52e-03 4.76e-03 1.28e-02 7.10e-03 -3.50e-02 4.09e-02
## 2781 2.37e-03 -1.67e-03 -2.11e-03 -7.65e-03 1.30e-03 6.85e-03 -9.85e-03
## 2782 -9.90e-03 -1.89e-03 3.37e-03 -1.47e-02 4.59e-03 3.15e-02 -4.41e-02
## 2783 -2.07e-03 3.15e-02 -1.15e-02 5.78e-02 -3.44e-02 -9.53e-03 6.94e-02
## 2784 4.55e-03 -8.56e-04 -1.90e-03 -3.69e-04 -8.30e-04 -5.30e-03 1.07e-02
## 2785 1.91e-03 -5.12e-03 4.24e-03 1.23e-03 -1.88e-03 -1.14e-02 -1.57e-02
## 2786 1.60e-02 8.87e-03 -2.04e-02 -5.83e-03 2.36e-03 -2.94e-04 2.95e-02
## 2787 5.22e-03 -8.56e-03 -9.50e-03 -1.20e-02 9.23e-03 1.21e-02 -2.86e-02
## 2788 1.35e-02 -3.08e-03 -1.84e-02 -4.23e-03 -2.50e-02 4.96e-02 -6.03e-02
## 2789 -3.73e-02 -3.28e-04 3.05e-02 1.20e-02 -7.17e-03 2.89e-02 -6.82e-02
## 2790 -6.07e-04 1.25e-04 4.25e-04 -4.74e-04 7.24e-05 1.43e-03 1.75e-03
## 2791 -2.62e-04 5.92e-03 -9.98e-03 -8.52e-03 6.79e-03 1.80e-02 -2.63e-02
## 2792 -1.66e-03 1.52e-03 -1.59e-03 -1.93e-03 2.60e-03 4.92e-03 -8.61e-03
## 2793 -2.89e-03 1.63e-03 3.20e-03 2.11e-03 4.20e-04 -3.52e-03 5.30e-03
## 2794 -5.36e-03 -1.24e-03 -1.22e-04 -1.62e-02 1.03e-02 2.04e-02 -3.03e-02
## 2795 -9.67e-03 4.60e-03 2.99e-03 1.97e-03 5.48e-03 3.33e-03 -1.81e-02
## 2796 2.84e-02 -8.54e-03 -3.38e-02 -2.18e-02 -1.45e-02 5.45e-02 -6.47e-02
## 2797 1.29e-02 -2.36e-03 -2.09e-02 -4.65e-03 -6.49e-04 1.84e-02 -3.07e-02
## 2798 -1.14e-02 3.52e-03 6.66e-03 -1.51e-04 2.56e-03 9.48e-03 -1.96e-02
## 2799 -1.66e-02 2.01e-03 1.38e-02 -3.53e-03 6.19e-03 7.90e-03 -2.30e-02
## 2800 4.04e-03 -1.42e-03 -1.44e-02 -5.77e-03 8.02e-03 1.54e-02 -3.17e-02
## 2801 6.78e-03 -7.43e-03 -6.29e-03 -1.47e-03 -2.21e-03 5.92e-03 -1.27e-02
## 2802 3.63e-03 -2.60e-02 3.37e-03 -6.96e-03 -1.64e-02 3.70e-02 -5.37e-02
## 2803 -1.29e-02 -2.37e-02 4.26e-02 -2.09e-02 3.59e-03 -2.58e-02 -6.87e-02
## 2804 -5.08e-03 8.53e-03 -4.55e-03 -1.12e-02 9.54e-04 3.06e-02 -3.60e-02
## 2805 3.32e-02 -2.72e-03 -5.53e-02 -1.07e-02 7.85e-03 3.12e-02 -7.02e-02
## 2806 -1.71e-03 7.48e-03 -2.47e-04 -6.95e-04 1.64e-03 -1.60e-03 1.04e-02
## 2807 1.09e-02 1.20e-02 -1.40e-02 1.31e-02 -8.57e-03 -9.93e-03 3.23e-02
## 2808 -3.82e-03 -1.52e-02 6.16e-03 1.84e-03 1.30e-03 3.50e-03 -2.83e-02
## 2809 3.07e-02 -2.19e-02 -2.54e-02 -9.45e-02 3.33e-02 4.74e-02 -1.09e-01
## 2810 1.55e-02 -2.79e-03 6.31e-03 1.16e-02 -1.69e-02 -3.95e-02 7.29e-02
## 2811 -1.24e-01 3.50e-02 1.15e-01 -4.65e-02 8.23e-02 -2.08e-02 -1.49e-01
## 2812 2.13e-02 -2.74e-03 -8.87e-03 2.10e-02 -9.37e-03 -4.94e-02 6.68e-02
## 2813 -3.76e-03 -1.39e-03 2.95e-03 4.40e-05 -8.78e-04 6.04e-03 -1.04e-02
## 2814 -8.07e-02 7.23e-02 2.37e-02 2.36e-02 8.28e-02 -4.31e-02 1.29e-01
## 2815 6.05e-03 1.05e-02 -6.05e-03 1.60e-03 3.15e-03 -1.62e-02 3.30e-02
## 2816 -1.18e-02 1.21e-02 1.41e-02 4.86e-03 -2.82e-03 -7.32e-03 2.65e-02
## 2817 4.94e-03 5.52e-03 -7.06e-03 -3.56e-03 2.60e-03 -1.87e-04 1.42e-02
## 2818 7.33e-04 -3.32e-03 -9.94e-05 -1.36e-03 -6.07e-04 2.97e-03 -6.20e-03
## 2819 3.41e-02 -2.27e-02 -9.70e-03 3.60e-02 -4.52e-02 -2.26e-02 7.17e-02
## 2820 -6.30e-03 -4.63e-04 3.37e-03 -4.20e-03 4.20e-04 1.52e-02 -2.04e-02
## 2821 1.44e-02 -2.29e-03 -1.70e-02 5.70e-03 -8.35e-04 -4.11e-03 2.26e-02
## 2822 1.23e-02 3.50e-02 -6.38e-02 -5.17e-02 5.77e-02 4.70e-02 -1.14e-01
## 2823 8.02e-04 1.40e-03 -1.51e-03 -7.18e-04 2.87e-03 -3.80e-03 5.17e-03
## 2824 2.37e-02 1.02e-03 -4.28e-02 8.54e-03 -1.42e-02 3.90e-02 -6.62e-02
## 2825 1.90e-02 1.50e-02 -1.28e-02 -1.23e-02 4.16e-03 -2.49e-02 6.58e-02
## 2826 -3.88e-02 5.31e-02 -2.05e-02 4.49e-02 7.84e-03 5.73e-02 1.37e-01
## 2827 2.89e-04 -1.00e-03 2.40e-04 -9.61e-04 -7.35e-04 1.93e-03 -2.31e-03
## 2828 -3.88e-03 9.43e-04 4.73e-04 -5.42e-04 1.57e-03 6.54e-03 -1.21e-02
## 2829 9.44e-04 2.54e-03 -8.17e-03 5.02e-04 6.10e-03 1.83e-03 -1.56e-02
## 2830 -4.68e-03 -7.41e-03 8.61e-03 -3.61e-03 -1.14e-03 4.76e-03 -1.61e-02
## 2831 -7.15e-03 -1.03e-02 8.81e-03 -1.18e-02 5.77e-03 1.29e-02 -2.88e-02
## 2832 -4.67e-03 1.48e-03 4.96e-03 -3.74e-03 5.31e-03 -1.59e-03 9.17e-03
## 2833 1.95e-04 2.22e-03 -1.36e-03 2.48e-04 -2.15e-03 2.69e-03 -7.16e-03
## 2834 -1.44e-02 -1.78e-02 2.45e-02 -1.39e-02 -1.28e-03 2.98e-02 5.21e-02
## 2835 3.30e-03 1.88e-02 -8.27e-03 -4.87e-02 1.79e-02 2.09e-02 -6.96e-02
## 2836 5.55e-03 -1.71e-03 -8.32e-03 1.86e-03 5.48e-04 -1.88e-03 -1.39e-02
## 2837 -1.34e-05 5.14e-05 -4.33e-05 1.20e-04 1.72e-04 -5.15e-04 -6.70e-04
## 2838 -5.89e-03 -6.24e-03 8.20e-03 -4.93e-04 6.24e-03 -3.17e-03 2.02e-02
## 2839 2.96e-03 -1.03e-02 1.93e-03 -2.04e-02 -3.11e-04 3.06e-02 3.84e-02
## 2840 -2.22e-03 -3.35e-03 2.99e-03 -3.79e-03 3.01e-03 5.42e-03 1.37e-02
## 2841 4.27e-03 4.96e-05 -6.77e-03 1.50e-02 -3.70e-03 -8.05e-03 2.18e-02
## 2842 -4.01e-02 -1.94e-03 6.00e-02 -3.68e-02 2.01e-02 7.34e-03 8.33e-02
## 2843 -2.05e-03 1.61e-03 1.52e-03 9.18e-05 2.12e-03 -3.30e-03 -4.21e-03
## 2844 -8.67e-03 -4.18e-03 1.26e-02 1.07e-02 -2.20e-03 -8.52e-03 2.12e-02
## 2845 -7.40e-03 8.81e-04 -2.16e-03 -3.51e-03 4.12e-02 -3.53e-02 5.82e-02
## 2846 -6.97e-03 -4.10e-03 5.17e-03 1.09e-02 3.76e-03 -4.92e-03 2.83e-02
## 2847 -1.18e-03 -9.93e-04 2.22e-03 -2.72e-03 2.04e-03 1.08e-03 7.04e-03
## 2848 9.49e-05 -1.11e-04 -6.47e-05 -2.68e-05 1.01e-04 -1.19e-04 3.09e-04
## 2849 2.36e-03 1.75e-03 -4.09e-03 4.71e-03 -3.41e-03 -1.81e-03 -1.05e-02
## 2850 2.15e-03 -2.32e-04 -3.48e-03 2.08e-03 -1.94e-03 1.76e-03 -5.76e-03
## 2851 6.12e-03 1.49e-02 -1.25e-02 3.09e-02 -2.25e-02 -1.44e-02 -5.18e-02
## 2852 6.34e-04 -2.12e-03 1.50e-03 -8.47e-03 3.32e-03 4.20e-03 1.09e-02
## 2853 -1.42e-02 3.16e-03 1.16e-02 -1.08e-02 1.93e-02 -2.89e-03 2.64e-02
## 2854 2.66e-04 2.26e-04 -5.75e-04 1.04e-05 1.11e-04 7.33e-06 -8.30e-04
## 2855 -5.41e-03 -6.49e-03 7.98e-03 -1.35e-02 1.93e-02 -9.29e-03 2.77e-02
## 2856 -3.61e-04 -3.32e-04 5.07e-04 -1.20e-03 1.14e-03 1.16e-04 1.80e-03
## 2857 -1.52e-03 -2.74e-03 5.60e-03 -5.43e-03 -8.21e-04 3.81e-03 1.03e-02
## 2858 -1.21e-02 -3.73e-02 4.83e-02 -1.13e-02 1.04e-02 -4.08e-02 8.43e-02
## 2859 3.86e-03 -3.86e-03 -2.19e-03 1.24e-02 -1.40e-02 2.40e-03 -1.69e-02
## 2860 3.14e-03 -2.30e-03 -4.27e-03 -6.99e-03 5.12e-04 1.35e-02 1.56e-02
## 2861 1.41e-02 -1.09e-02 -6.85e-03 -4.76e-03 -7.82e-03 5.96e-03 1.80e-02
## 2862 -1.51e-03 -1.95e-03 6.18e-03 -3.30e-03 -7.38e-04 -8.03e-04 1.15e-02
## 2863 1.17e-03 2.95e-03 -3.74e-03 3.19e-03 -2.56e-03 1.29e-03 -8.47e-03
## 2864 1.67e-02 -2.10e-02 -7.56e-03 -4.31e-02 2.21e-02 3.12e-03 -4.91e-02
## 2865 4.42e-04 5.76e-03 -7.50e-03 7.02e-03 -1.68e-03 2.54e-03 -1.60e-02
## 2866 7.75e-03 1.58e-03 -1.02e-02 6.04e-04 -2.53e-03 9.29e-04 -1.36e-02
## 2867 1.65e-03 -1.67e-03 -3.83e-04 -7.37e-04 -1.49e-03 1.41e-03 2.80e-03
## 2868 2.71e-03 -6.57e-04 -1.65e-03 -2.25e-03 1.50e-04 3.59e-05 5.03e-03
## 2869 3.56e-03 5.93e-03 -9.14e-03 1.13e-02 -6.85e-04 -1.36e-02 -2.48e-02
## 2870 2.36e-03 -6.62e-03 4.77e-04 6.28e-03 -6.19e-03 -1.78e-03 -1.09e-02
## 2871 -2.74e-04 -6.96e-04 9.45e-04 -1.38e-03 1.70e-04 1.29e-03 2.57e-03
## 2872 -1.44e-03 4.17e-03 1.47e-03 -5.27e-03 1.69e-03 2.64e-03 9.84e-03
## 2873 4.85e-03 -1.95e-03 -3.50e-03 1.63e-03 -9.25e-03 7.10e-03 -1.40e-02
## 2874 -4.19e-03 8.95e-03 9.10e-04 -3.84e-03 3.52e-03 3.08e-03 1.17e-02
## 2875 2.36e-03 3.44e-03 -5.93e-03 5.82e-03 -5.36e-04 -4.81e-03 -1.11e-02
## 2876 -4.65e-04 1.16e-02 -4.46e-03 9.10e-03 -2.02e-02 2.05e-02 -3.65e-02
## 2877 4.19e-03 -1.00e-02 4.67e-03 -7.52e-03 -4.61e-03 5.86e-03 1.71e-02
## 2878 5.09e-03 1.79e-02 -2.19e-02 1.97e-02 -8.72e-03 4.70e-03 -3.99e-02
## 2879 -3.80e-05 -5.80e-05 1.14e-04 -1.02e-04 1.49e-05 4.17e-05 2.07e-04
## 2880 1.88e-03 -2.89e-03 -1.19e-03 -6.62e-03 4.96e-03 -6.71e-04 -8.22e-03
## 2881 -6.06e-03 1.63e-02 6.19e-03 -2.35e-02 2.75e-03 2.25e-02 4.45e-02
## 2882 -2.78e-02 5.05e-02 9.90e-03 1.89e-02 1.04e-03 -7.73e-03 5.75e-02
## 2883 3.30e-03 -1.33e-03 -3.23e-03 1.43e-03 -1.49e-03 -1.09e-03 -4.53e-03
## 2884 6.21e-04 1.58e-03 -2.38e-03 3.95e-03 -4.53e-04 -3.36e-03 -6.46e-03
## 2885 -4.83e-03 3.48e-03 5.25e-03 -6.30e-03 2.86e-03 5.11e-03 1.28e-02
## 2886 -1.40e-02 -6.76e-04 1.55e-02 -9.33e-03 1.35e-02 -1.72e-03 2.47e-02
## 2887 -4.18e-04 1.11e-02 -1.25e-02 1.77e-02 -3.20e-03 -2.28e-03 -3.09e-02
## 2888 -1.89e-03 -9.61e-04 2.78e-03 -3.36e-03 2.59e-03 7.20e-04 5.32e-03
## 2889 1.76e-02 -6.69e-03 -1.25e-02 4.01e-03 -2.36e-02 1.17e-02 -3.72e-02
## 2890 -1.28e-02 1.07e-02 1.56e-02 -2.47e-02 2.20e-02 -6.28e-03 4.23e-02
## 2891 1.45e-03 -2.06e-03 2.16e-04 -1.51e-03 -6.96e-04 6.13e-04 3.15e-03
## 2892 1.29e-03 -1.95e-03 -7.67e-03 1.53e-02 -1.81e-03 -4.83e-03 -2.60e-02
## 2893 -2.56e-03 -9.52e-03 9.75e-03 -2.68e-03 8.15e-03 -1.50e-02 2.50e-02
## 2894 -1.28e-03 3.55e-04 1.71e-03 -1.30e-03 8.40e-04 5.74e-04 3.49e-03
## 2895 -6.70e-04 1.47e-03 -4.96e-04 2.65e-03 -2.34e-03 1.81e-03 -4.65e-03
## 2896 -2.74e-03 2.02e-03 1.14e-03 2.67e-03 1.03e-03 -2.59e-03 -5.06e-03
## 2897 -1.38e-02 1.20e-02 9.41e-03 -2.94e-03 9.10e-03 -6.72e-04 1.83e-02
## 2898 3.00e-03 1.64e-02 -1.70e-02 3.21e-03 4.15e-03 -8.18e-05 -3.08e-02
## 2899 3.14e-03 2.61e-07 -9.49e-03 7.62e-03 3.36e-03 -5.67e-03 -1.97e-02
## 2900 1.02e-03 2.39e-04 -1.34e-03 4.42e-03 -7.79e-03 6.02e-03 -1.10e-02
## 2901 -2.32e-03 1.98e-05 4.22e-03 3.49e-03 -4.90e-03 -5.65e-04 -8.02e-03
## 2902 2.62e-02 7.77e-04 -2.25e-02 2.32e-02 -1.62e-02 -3.91e-02 -6.40e-02
## 2903 1.53e-02 -2.31e-02 3.90e-04 -2.12e-02 -9.13e-03 2.25e-02 3.69e-02
## 2904 -4.55e-03 1.11e-02 -3.63e-03 5.16e-03 1.44e-03 6.37e-04 -1.56e-02
## 2905 5.33e-03 -3.06e-03 -5.39e-03 1.39e-03 -4.84e-03 4.85e-03 -9.41e-03
## 2906 3.43e-03 -2.31e-03 -3.34e-03 1.44e-03 -2.71e-03 5.83e-04 -7.66e-03
## 2907 -5.54e-03 4.86e-03 3.55e-03 5.14e-04 3.14e-03 -7.46e-04 7.94e-03
## 2908 1.41e-02 -4.66e-03 -8.52e-03 1.62e-02 -2.12e-02 -7.93e-03 -3.13e-02
## 2909 -9.48e-03 9.26e-03 6.84e-03 -1.42e-04 3.66e-03 -3.84e-04 1.27e-02
## 2910 1.20e-02 -2.37e-02 6.69e-03 -1.85e-02 1.12e-02 -1.84e-02 4.89e-02
## 2911 -8.08e-03 1.51e-02 6.44e-05 3.05e-02 -1.29e-02 -1.36e-02 -3.68e-02
## 2912 -6.02e-03 1.00e-02 -1.66e-03 1.66e-02 -9.03e-03 2.49e-03 -2.47e-02
## 2913 -2.77e-03 1.08e-02 -1.05e-02 1.27e-02 7.15e-03 -1.16e-02 -3.10e-02
## 2914 3.32e-03 1.11e-03 -7.05e-03 -1.71e-02 1.58e-02 4.31e-03 2.16e-02
## 2915 -9.98e-03 4.73e-03 1.53e-02 -1.17e-02 6.03e-03 -1.62e-03 2.67e-02
## 2916 -1.66e-02 8.56e-03 1.30e-02 -7.50e-03 2.20e-02 -1.32e-02 2.88e-02
## 2917 1.43e-03 4.87e-04 -1.88e-03 9.32e-04 -7.77e-04 -7.11e-04 -3.04e-03
## 2918 -1.23e-03 -1.84e-03 3.36e-03 -1.54e-03 -6.50e-04 1.51e-03 5.41e-03
## 2919 1.06e-03 -1.75e-03 -3.24e-04 4.52e-03 -3.46e-03 -2.26e-03 -6.39e-03
## 2920 1.29e-02 2.31e-03 -2.31e-02 2.53e-02 -1.99e-02 8.96e-03 -4.38e-02
## 2921 -1.01e-03 4.42e-03 -2.74e-03 1.20e-03 -1.06e-03 4.59e-03 -9.28e-03
## 2922 -1.02e-02 -2.16e-02 2.53e-02 -4.61e-02 3.17e-02 6.75e-03 6.67e-02
## 2923 -1.15e-04 -1.90e-03 1.45e-03 -6.94e-03 4.77e-03 1.00e-03 8.50e-03
## 2924 -5.42e-03 7.94e-03 5.69e-03 -9.27e-03 1.64e-03 8.38e-03 1.98e-02
## 2925 -1.11e-02 1.30e-03 1.36e-02 -8.77e-03 1.44e-02 -8.84e-03 2.65e-02
## 2926 -2.87e-03 2.87e-03 1.01e-03 -6.21e-03 4.50e-03 6.70e-03 1.16e-02
## 2927 -1.16e-04 5.86e-04 3.64e-04 -1.45e-03 4.04e-04 5.67e-04 2.36e-03
## 2928 -2.17e-02 2.37e-02 3.95e-03 -1.22e-02 2.87e-02 -1.93e-03 -3.68e-02
## 2929 -1.09e-04 2.16e-03 -6.95e-04 -2.86e-04 2.81e-04 8.61e-04 3.90e-03
## 2930 5.28e-03 4.63e-03 1.31e-03 5.62e-03 -1.49e-02 -5.56e-05 3.13e-02
## 2931 2.24e-03 -7.93e-04 -2.02e-03 -3.70e-03 4.05e-03 -2.40e-03 6.62e-03
## 2932 -3.93e-03 1.26e-02 -4.13e-03 7.70e-03 2.71e-03 -7.31e-03 -1.77e-02
## 2933 -7.13e-04 6.20e-02 -9.66e-03 -2.98e-03 -5.92e-03 -5.37e-03 1.02e-01
## 2934 1.60e-02 -1.40e-02 -6.38e-03 -8.31e-03 -2.87e-03 -3.23e-04 2.41e-02
## 2935 -3.19e-03 2.63e-03 1.35e-03 9.50e-04 2.72e-03 -2.49e-03 -4.59e-03
## 2936 1.70e-02 -1.53e-02 -8.42e-03 -6.78e-03 -9.07e-03 1.08e-02 2.29e-02
## 2937 5.59e-03 -7.19e-03 3.87e-03 -8.57e-03 -6.38e-03 6.96e-03 2.19e-02
## 2938 -1.22e-03 3.87e-03 -1.94e-03 9.26e-04 2.25e-03 -1.24e-03 -5.75e-03
## 2939 1.49e-02 -1.70e-02 -2.86e-03 -9.10e-03 -7.89e-03 7.17e-03 2.51e-02
## 2940 -3.12e-03 8.28e-03 -6.85e-04 3.87e-03 -5.51e-03 6.30e-03 -1.49e-02
## 2941 -1.19e-03 1.28e-03 5.00e-04 7.29e-04 -3.19e-04 5.93e-04 -2.02e-03
## 2942 2.18e-02 -1.88e-02 -5.10e-03 -6.35e-03 -2.60e-02 2.30e-02 4.14e-02
## 2943 1.01e-02 -1.02e-02 -2.87e-03 -4.43e-03 -3.56e-03 2.31e-04 1.58e-02
## 2944 4.07e-03 -6.14e-03 1.05e-03 -6.87e-03 -1.49e-03 4.38e-03 1.14e-02
## 2945 1.29e-03 6.81e-04 -3.15e-03 -7.97e-03 8.85e-03 -2.98e-03 -1.16e-02
## 2946 1.42e-02 -1.17e-02 -3.41e-03 -8.78e-03 -2.58e-03 -5.30e-03 2.43e-02
## 2947 -2.42e-03 1.98e-03 8.87e-04 4.61e-03 -2.29e-03 -6.23e-04 -7.76e-03
## 2948 2.75e-02 -3.84e-02 -1.24e-02 -4.01e-02 1.97e-04 4.59e-02 7.08e-02
## 2949 7.72e-04 -7.65e-04 2.28e-03 -5.86e-04 -4.84e-03 3.69e-03 9.08e-03
## 2950 1.17e-03 -1.21e-03 -2.05e-03 -7.94e-04 9.23e-04 1.36e-03 -4.45e-03
## 2951 -7.27e-03 5.40e-03 3.03e-03 6.58e-03 -3.35e-03 4.84e-03 -1.46e-02
## 2952 5.80e-03 1.38e-03 -1.16e-02 1.28e-02 -2.42e-02 2.71e-02 -4.52e-02
## 2953 1.18e-02 -4.32e-03 -1.46e-02 9.64e-03 -2.13e-02 2.39e-02 -3.59e-02
## 2954 1.92e-03 9.40e-03 -1.36e-02 9.28e-03 -8.38e-03 1.66e-02 -3.23e-02
## 2955 -2.42e-03 1.52e-03 2.98e-03 -2.28e-03 4.26e-03 -4.65e-03 7.68e-03
## 2956 -7.65e-04 -7.62e-06 1.29e-03 -4.09e-04 4.51e-04 -6.96e-04 1.98e-03
## 2957 9.96e-04 2.31e-03 -1.39e-02 1.13e-02 3.42e-03 2.81e-03 -3.37e-02
## 2958 -9.26e-04 5.75e-04 2.37e-04 4.76e-04 1.50e-04 4.32e-04 -2.03e-03
## 2959 -4.04e-03 2.00e-03 -1.16e-03 1.45e-02 -1.20e-02 1.11e-02 -2.67e-02
## 2960 -1.19e-04 3.60e-03 -5.16e-03 3.17e-03 -2.20e-03 8.08e-03 -1.36e-02
## 2961 -2.56e-03 7.96e-03 -7.35e-03 -1.43e-03 9.07e-03 2.23e-03 -1.80e-02
## 2962 5.10e-06 7.65e-06 -2.18e-05 2.68e-05 -3.12e-05 4.00e-05 -7.04e-05
## 2963 -1.31e-03 4.83e-04 1.96e-03 -1.00e-03 1.74e-03 -2.18e-03 4.28e-03
## 2964 -1.52e-02 2.84e-02 -6.68e-03 3.40e-03 7.15e-03 1.64e-02 -4.01e-02
## 2965 -3.19e-02 1.34e-02 2.13e-02 2.91e-02 -1.28e-02 9.06e-03 -5.36e-02
## 2966 3.31e-02 -1.35e-03 -5.24e-02 9.13e-03 -1.27e-02 3.01e-02 -6.89e-02
## 2967 -4.09e-03 5.58e-03 -2.33e-03 3.37e-03 5.86e-04 6.27e-03 -1.38e-02
## 2968 2.29e-03 5.52e-03 -8.68e-03 1.79e-03 1.11e-03 3.51e-03 -1.26e-02
## 2969 1.47e-03 -2.08e-03 2.44e-03 -3.07e-03 -6.68e-04 -1.30e-03 9.89e-03
## 2970 8.24e-04 -3.07e-03 8.95e-04 -1.90e-05 -2.53e-03 1.87e-03 -4.55e-03
## 2971 -1.30e-03 2.32e-03 7.30e-04 2.06e-03 -7.88e-04 -1.12e-03 3.43e-03
## 2972 -1.31e-02 1.36e-02 2.49e-04 5.73e-03 5.86e-03 4.81e-03 -2.67e-02
## 2973 7.27e-04 4.04e-03 -4.67e-03 1.07e-02 -1.38e-02 1.18e-02 -2.34e-02
## 2974 -3.00e-03 1.29e-02 -2.29e-02 3.59e-03 1.73e-03 3.87e-02 -6.62e-02
## 2975 7.16e-03 5.67e-03 -1.45e-02 -1.86e-03 5.13e-03 -2.33e-03 -2.11e-02
## 2976 -4.42e-03 7.82e-03 3.54e-03 -3.27e-03 3.57e-03 -2.10e-03 1.31e-02
## 2977 -1.90e-02 4.23e-02 -1.66e-02 2.10e-02 5.56e-03 1.37e-02 -6.51e-02
## 2978 8.04e-03 -5.62e-03 -3.63e-03 3.67e-03 -4.84e-03 -4.81e-03 1.44e-02
## 2979 -4.64e-03 8.44e-03 -1.09e-02 4.84e-03 5.28e-03 1.37e-02 -3.48e-02
## 2980 7.57e-03 -2.40e-03 -2.67e-03 -6.34e-03 -4.01e-03 3.87e-03 1.62e-02
## 2981 -5.03e-03 4.55e-03 6.69e-03 -6.33e-03 1.05e-03 5.70e-03 1.75e-02
## 2982 -6.87e-04 1.56e-03 3.82e-03 1.05e-03 -2.17e-03 -4.47e-03 1.20e-02
## 2983 -4.19e-04 1.50e-04 8.39e-04 -1.96e-03 1.90e-03 -8.42e-04 3.58e-03
## 2984 -1.73e-03 -3.02e-03 1.51e-02 -4.87e-03 -3.18e-03 -1.17e-02 3.49e-02
## 2985 -4.10e-02 3.76e-02 1.04e-02 5.40e-03 1.06e-02 3.28e-02 -7.16e-02
## 2986 4.05e-04 1.54e-02 -1.43e-02 9.87e-03 -8.73e-03 1.60e-02 -3.67e-02
## 2987 8.43e-03 -2.26e-02 1.79e-02 2.23e-03 -3.05e-02 7.86e-03 4.80e-02
## 2988 1.20e-02 1.21e-02 -2.31e-02 -3.92e-03 7.49e-03 -1.22e-02 -5.24e-02
## 2989 -7.84e-05 2.84e-03 -4.50e-03 3.02e-03 -8.68e-04 4.24e-03 -1.14e-02
## 2990 5.85e-04 -9.05e-04 1.11e-03 -2.30e-03 2.62e-03 -4.36e-03 6.98e-03
## 2991 -2.62e-03 1.78e-03 6.87e-04 2.56e-03 -1.09e-03 2.43e-03 -6.11e-03
## 2992 5.79e-03 -9.44e-04 -8.05e-03 1.05e-03 -4.37e-03 7.14e-03 -1.28e-02
## 2993 -4.69e-03 1.21e-03 -4.60e-04 6.94e-04 -2.24e-03 1.47e-02 -2.22e-02
## 2994 -1.14e-03 8.56e-04 -4.52e-03 1.11e-02 -6.55e-03 7.25e-03 -2.16e-02
## 2995 -1.00e-02 5.10e-03 3.36e-04 3.17e-03 3.29e-04 1.42e-02 -3.36e-02
## 2996 -3.84e-02 5.87e-02 1.73e-02 1.31e-03 2.36e-02 -1.33e-02 6.73e-02
## 2997 -1.39e-03 2.02e-04 2.46e-03 -1.28e-03 1.47e-03 -1.99e-03 4.68e-03
## 2998 -2.36e-03 2.15e-04 2.04e-03 4.18e-04 1.68e-04 7.27e-04 -3.44e-03
## 2999 7.73e-04 -2.22e-04 -1.99e-04 1.69e-03 -1.33e-03 -1.31e-03 2.81e-03
## 3000 1.64e-03 -1.39e-03 9.28e-04 -5.23e-04 -1.17e-03 -2.30e-03 6.40e-03
## 3001 -1.23e-02 1.28e-02 1.19e-02 4.74e-04 2.74e-03 -5.04e-03 2.25e-02
## 3002 -6.02e-03 -1.59e-03 -2.08e-03 1.23e-02 -1.22e-02 2.42e-02 -4.33e-02
## 3003 -8.22e-03 -8.96e-04 2.95e-03 4.46e-03 -1.12e-03 1.21e-02 -2.54e-02
## 3004 5.81e-04 -1.53e-03 -2.48e-04 -2.33e-03 1.69e-03 2.79e-04 -3.08e-03
## 3005 -3.37e-03 1.44e-02 -1.14e-02 -8.17e-04 1.16e-02 2.43e-03 -2.55e-02
## 3006 -6.75e-04 2.51e-03 -1.61e-03 1.02e-03 -5.59e-04 2.63e-03 -5.25e-03
## 3007 2.35e-04 -2.08e-04 -7.79e-05 -1.31e-04 5.86e-06 -1.02e-04 4.18e-04
## 3008 -1.32e-03 3.19e-03 -9.40e-04 2.33e-03 -1.01e-03 1.04e-03 -5.63e-03
## 3009 7.23e-03 6.63e-03 -1.56e-02 -2.90e-04 3.67e-03 1.94e-05 -2.14e-02
## 3010 -2.28e-03 2.68e-03 3.36e-03 -4.21e-03 1.85e-03 8.20e-05 8.65e-03
## 3011 4.98e-04 4.32e-03 -9.18e-03 1.07e-02 -6.69e-03 1.02e-02 -2.61e-02
## 3012 -2.20e-02 1.52e-02 1.40e-02 -7.48e-03 3.17e-03 2.08e-02 -3.64e-02
## 3013 7.64e-03 -1.36e-03 -1.04e-02 3.83e-03 -2.74e-03 -2.24e-03 -1.96e-02
## 3014 -2.07e-03 1.26e-03 1.23e-04 3.34e-04 2.95e-03 -1.51e-03 -4.93e-03
## 3015 -1.75e-02 7.75e-03 3.53e-03 -4.23e-03 1.72e-02 9.55e-03 -3.72e-02
## 3016 9.04e-04 -6.49e-04 -1.08e-03 1.51e-04 -1.42e-03 2.18e-03 -3.37e-03
## 3017 -1.41e-02 3.06e-02 -1.64e-02 2.71e-02 -6.75e-03 2.03e-02 -6.77e-02
## 3018 -6.95e-03 8.99e-03 -1.40e-03 1.19e-02 -4.76e-03 4.41e-03 -2.33e-02
## 3019 4.87e-04 -1.84e-03 1.99e-03 4.89e-03 -1.06e-03 -6.13e-03 1.49e-02
## 3020 -3.32e-03 5.01e-03 -6.66e-04 7.58e-04 1.75e-03 1.78e-03 -8.01e-03
## 3021 2.00e-04 -2.43e-04 6.80e-05 3.99e-04 -5.71e-04 2.82e-05 7.68e-04
## 3022 1.39e-02 -1.90e-02 4.72e-03 3.85e-03 -9.24e-03 -2.19e-02 4.03e-02
## 3023 -4.76e-04 7.12e-04 -3.61e-04 -1.42e-03 1.30e-03 7.75e-04 -2.87e-03
## 3024 4.34e-03 -4.70e-03 -3.38e-03 -7.75e-03 -7.38e-03 2.08e-02 -2.34e-02
## 3025 2.03e-04 -7.81e-04 9.61e-04 2.16e-03 3.73e-04 -5.05e-03 6.47e-03
## 3026 7.81e-04 4.17e-03 1.42e-03 1.25e-04 -4.20e-03 2.75e-04 1.51e-02
## 3027 3.41e-04 1.98e-03 2.65e-03 5.32e-03 -1.61e-03 -1.19e-02 1.71e-02
## 3028 -2.25e-03 2.08e-03 3.04e-03 9.06e-04 9.30e-03 -1.65e-02 2.24e-02
## 3029 -5.34e-03 2.31e-03 -3.96e-03 -1.22e-02 1.34e-02 1.48e-02 -2.91e-02
## 3030 8.89e-04 -1.92e-03 -4.34e-04 -1.13e-03 -3.72e-04 2.06e-03 -3.13e-03
## 3031 9.79e-04 -4.37e-04 8.97e-04 1.13e-03 -9.17e-04 -4.13e-03 6.31e-03
## 3032 -1.29e-03 1.76e-03 -1.22e-04 -6.46e-05 1.56e-03 -3.77e-04 -2.60e-03
## 3033 1.85e-03 -4.82e-04 9.13e-04 -3.01e-03 1.29e-04 -1.76e-03 9.55e-03
## 3034 2.37e-02 -1.11e-02 6.20e-03 2.47e-02 -6.39e-02 1.10e-02 8.42e-02
## 3035 1.63e-03 -1.98e-03 5.36e-04 -5.70e-04 -1.19e-03 -1.42e-04 5.97e-03
## 3036 -1.81e-02 3.99e-02 1.18e-02 1.59e-02 1.83e-02 -5.32e-02 8.12e-02
## 3037 3.35e-03 -3.22e-03 3.19e-04 -5.48e-03 -4.48e-04 2.17e-03 1.00e-02
## 3038 -1.22e-02 1.66e-02 -2.61e-03 -8.33e-03 1.83e-02 3.86e-03 -2.91e-02
## 3039 1.49e-03 -3.85e-03 -6.64e-04 -5.79e-03 4.29e-03 4.83e-04 -7.75e-03
## 3040 5.06e-03 -1.14e-03 9.49e-03 -1.23e-02 2.41e-02 -5.57e-02 7.64e-02
## 3041 -7.50e-04 -4.16e-03 6.61e-03 7.41e-03 1.30e-02 -3.57e-02 4.81e-02
## 3042 1.47e-03 -9.86e-03 -2.75e-03 -1.31e-02 1.32e-02 3.47e-03 -2.53e-02
## 3043 -6.75e-03 4.43e-03 -3.66e-03 -5.29e-03 1.04e-02 1.04e-02 -2.82e-02
## 3044 -2.01e-03 5.73e-03 -7.73e-03 -3.15e-02 1.22e-02 3.60e-02 -5.16e-02
## 3045 -6.96e-03 8.43e-03 -2.79e-03 -1.51e-03 6.98e-03 4.65e-03 -2.52e-02
## 3046 6.89e-04 -5.70e-04 1.32e-04 9.25e-05 -1.22e-03 5.00e-04 2.07e-03
## 3047 2.66e-02 -2.59e-02 -1.57e-04 5.63e-03 -5.75e-02 4.64e-02 7.56e-02
## cov.r cook.d hat inf
## 1 1.003 2.49e-05 0.001230
## 2 1.004 3.46e-05 0.002241
## 3 1.001 4.45e-04 0.002004
## 4 1.003 5.90e-05 0.001730
## 5 1.005 5.80e-05 0.003237
## 6 1.002 3.24e-04 0.002059
## 7 1.002 1.73e-04 0.001697
## 8 1.003 3.01e-05 0.001008
## 9 1.003 1.78e-11 0.000948
## 10 1.003 2.39e-05 0.001190
## 11 1.003 8.27e-04 0.003408
## 12 1.002 5.41e-05 0.000856
## 13 1.001 3.26e-04 0.001378
## 14 1.003 1.05e-05 0.001480
## 15 1.003 7.26e-07 0.001089
## 16 1.002 1.53e-05 0.000681
## 17 1.003 4.91e-06 0.001465
## 18 0.998 6.31e-04 0.001397
## 19 1.002 1.39e-05 0.000568
## 20 1.003 6.48e-05 0.001499
## 21 1.011 4.90e-04 0.009859 *
## 22 1.002 3.20e-05 0.000651
## 23 1.003 3.77e-06 0.000946
## 24 1.000 2.65e-04 0.001012
## 25 1.000 4.19e-04 0.001373
## 26 1.003 1.23e-04 0.002154
## 27 1.003 6.19e-07 0.000701
## 28 1.003 2.45e-05 0.001347
## 29 1.003 1.11e-03 0.004298
## 30 1.004 7.61e-04 0.004134
## 31 0.999 5.44e-03 0.006643 *
## 32 1.001 2.41e-04 0.001225
## 33 1.005 2.93e-04 0.003895
## 34 0.996 1.37e-03 0.001976
## 35 1.003 8.10e-08 0.000999
## 36 1.004 1.25e-04 0.002828
## 37 1.003 1.43e-06 0.000792
## 38 1.002 1.30e-04 0.001372
## 39 1.002 1.51e-04 0.001223
## 40 1.002 1.33e-05 0.000655
## 41 1.002 1.79e-04 0.001269
## 42 1.002 1.01e-04 0.000945
## 43 1.005 4.67e-05 0.002798
## 44 1.004 1.35e-04 0.002476
## 45 1.000 5.01e-04 0.001773
## 46 1.004 4.22e-04 0.003664
## 47 1.003 1.63e-08 0.001477
## 48 1.002 2.62e-06 0.000549
## 49 1.002 6.33e-05 0.001010
## 50 1.004 3.51e-04 0.003015
## 51 1.003 3.28e-05 0.001037
## 52 1.002 4.01e-04 0.002090
## 53 1.006 1.89e-04 0.004234
## 54 1.003 7.77e-06 0.000837
## 55 0.999 1.18e-03 0.002614
## 56 1.002 1.69e-05 0.000688
## 57 1.004 1.32e-05 0.001756
## 58 0.999 1.13e-03 0.002382
## 59 1.001 2.69e-04 0.001238
## 60 1.003 2.24e-05 0.001494
## 61 1.002 5.16e-05 0.000676
## 62 1.003 2.87e-05 0.001336
## 63 1.002 6.14e-05 0.001142
## 64 1.003 3.04e-05 0.001049
## 65 1.003 5.54e-05 0.001582
## 66 1.005 7.45e-05 0.002954
## 67 1.003 8.37e-05 0.001668
## 68 1.003 3.16e-09 0.000810
## 69 0.997 1.11e-03 0.001906
## 70 1.004 1.65e-05 0.001641
## 71 1.003 3.84e-09 0.000619
## 72 1.003 2.36e-05 0.001250
## 73 0.998 2.16e-03 0.003495
## 74 1.003 1.13e-05 0.001525
## 75 1.002 1.58e-05 0.000719
## 76 1.003 9.05e-06 0.000747
## 77 0.998 7.24e-04 0.001511
## 78 1.002 5.12e-05 0.000829
## 79 0.996 9.78e-04 0.001484
## 80 1.003 4.73e-06 0.000905
## 81 1.002 4.10e-04 0.002219
## 82 1.003 5.88e-05 0.001227
## 83 1.003 3.45e-05 0.001506
## 84 1.001 1.80e-04 0.001238
## 85 1.003 1.62e-06 0.001532
## 86 1.001 1.31e-04 0.000905
## 87 0.999 3.90e-04 0.001240
## 88 1.003 8.59e-06 0.000993
## 89 1.002 2.94e-05 0.000793
## 90 1.005 1.56e-04 0.003498
## 91 1.003 2.49e-05 0.001210
## 92 1.003 4.93e-06 0.000923
## 93 0.996 1.20e-03 0.001836
## 94 1.003 3.16e-06 0.000745
## 95 1.003 8.10e-07 0.000926
## 96 1.002 7.60e-04 0.002938
## 97 1.002 8.22e-05 0.000852
## 98 0.998 3.88e-04 0.001020
## 99 1.003 3.65e-06 0.001030
## 100 1.003 1.86e-06 0.001133
## 101 1.003 2.49e-05 0.001276
## 102 1.003 6.43e-04 0.003149
## 103 1.002 3.04e-04 0.001693
## 104 1.007 1.16e-03 0.006697 *
## 105 0.994 1.44e-03 0.001802
## 106 1.005 1.42e-04 0.003182
## 107 1.004 7.76e-05 0.002718
## 108 1.003 1.31e-04 0.001926
## 109 1.005 2.56e-05 0.003401
## 110 1.001 2.06e-04 0.001065
## 111 1.002 2.23e-04 0.001663
## 112 1.000 7.12e-04 0.002205
## 113 1.003 4.08e-05 0.001255
## 114 1.001 2.89e-04 0.001283
## 115 0.999 6.54e-04 0.001786
## 116 0.972 5.38e-03 0.001968 *
## 117 1.006 3.01e-04 0.004948 *
## 118 1.004 1.30e-04 0.002663
## 119 0.988 1.22e-02 0.006798 *
## 120 0.993 1.74e-03 0.001848 *
## 121 1.004 1.52e-04 0.002922
## 122 0.989 4.59e-03 0.003385 *
## 123 1.002 4.51e-04 0.002252
## 124 0.980 2.19e-03 0.001108 *
## 125 0.997 1.70e-03 0.002642
## 126 1.003 7.01e-06 0.000924
## 127 1.005 1.48e-05 0.002834
## 128 1.003 3.79e-05 0.001027
## 129 1.003 3.52e-05 0.001649
## 130 1.003 4.36e-07 0.001021
## 131 1.003 2.97e-05 0.001057
## 132 1.003 5.81e-07 0.001004
## 133 1.003 2.89e-06 0.000928
## 134 1.004 2.10e-06 0.001659
## 135 1.004 7.68e-06 0.001597
## 136 1.004 7.85e-05 0.002632
## 137 1.003 2.38e-05 0.001465
## 138 1.003 2.95e-07 0.000799
## 139 1.004 3.63e-05 0.002158
## 140 1.006 1.02e-07 0.003734
## 141 1.005 1.43e-08 0.003137
## 142 1.004 4.62e-06 0.002213
## 143 1.005 8.24e-06 0.002611
## 144 1.002 6.81e-05 0.001088
## 145 1.004 1.02e-04 0.002466
## 146 1.004 1.69e-04 0.002872
## 147 1.005 8.49e-08 0.003036
## 148 1.006 3.39e-05 0.003865
## 149 1.003 1.55e-04 0.001830
## 150 1.004 3.61e-07 0.002192
## 151 1.005 4.58e-06 0.003406
## 152 1.006 1.06e-05 0.004015 *
## 153 1.003 8.32e-05 0.001860
## 154 1.002 1.89e-04 0.001703
## 155 1.004 1.15e-05 0.001632
## 156 1.005 9.88e-05 0.003603
## 157 1.004 2.28e-04 0.002744
## 158 1.003 1.07e-04 0.001726
## 159 1.004 3.05e-05 0.002025
## 160 1.002 2.24e-04 0.001788
## 161 1.006 3.26e-05 0.003929
## 162 1.005 7.76e-05 0.002844
## 163 0.997 2.82e-03 0.003930
## 164 1.001 5.36e-04 0.001898
## 165 1.003 2.08e-04 0.002102
## 166 0.996 3.35e-03 0.003898 *
## 167 1.003 6.27e-04 0.003368
## 168 1.003 3.97e-06 0.001417
## 169 1.005 1.08e-04 0.003770
## 170 1.004 2.11e-03 0.006293 *
## 171 1.006 2.53e-04 0.004546
## 172 1.004 5.54e-07 0.002010
## 173 1.002 1.83e-03 0.004542
## 174 1.003 4.69e-04 0.002772
## 175 1.004 6.13e-04 0.003822
## 176 0.995 5.46e-03 0.005396 *
## 177 1.010 1.82e-02 0.018835 *
## 178 1.002 3.41e-04 0.002045
## 179 1.004 5.85e-05 0.002479
## 180 1.003 2.04e-04 0.001992
## 181 1.004 1.57e-05 0.001759
## 182 1.001 4.68e-04 0.001899
## 183 0.998 7.52e-04 0.001590
## 184 1.005 2.88e-04 0.003931
## 185 1.001 4.53e-04 0.002048
## 186 1.004 6.57e-05 0.002219
## 187 1.004 5.06e-04 0.003811
## 188 1.005 7.95e-04 0.004742
## 189 0.992 7.89e-03 0.005769 *
## 190 1.009 9.28e-07 0.007035 *
## 191 1.002 3.15e-04 0.001808
## 192 1.003 3.39e-07 0.001303
## 193 1.001 9.94e-05 0.000720
## 194 1.000 3.16e-03 0.005039 *
## 195 1.000 1.72e-04 0.000792
## 196 0.999 3.97e-04 0.001057
## 197 1.000 1.42e-04 0.000673
## 198 0.998 7.70e-04 0.001690
## 199 1.003 4.53e-05 0.001422
## 200 1.001 1.49e-04 0.001079
## 201 1.003 4.41e-06 0.000843
## 202 1.002 1.62e-03 0.004197
## 203 0.998 5.37e-04 0.001262
## 204 1.004 5.88e-05 0.002391
## 205 1.001 1.29e-04 0.000980
## 206 1.001 7.14e-04 0.002361
## 207 1.004 1.82e-06 0.001652
## 208 1.001 8.16e-05 0.000563
## 209 0.992 2.95e-03 0.002801 *
## 210 1.005 1.85e-03 0.006301 *
## 211 1.002 9.81e-05 0.001064
## 212 1.003 2.93e-05 0.001188
## 213 1.002 7.41e-06 0.000550
## 214 1.003 2.05e-05 0.001167
## 215 0.999 2.77e-04 0.000900
## 216 1.002 2.74e-04 0.001760
## 217 1.011 7.48e-06 0.008482 *
## 218 1.003 1.43e-05 0.001248
## 219 0.997 1.12e-03 0.001848
## 220 1.000 4.50e-04 0.001396
## 221 1.001 1.58e-04 0.001068
## 222 1.003 4.18e-06 0.001168
## 223 1.003 1.16e-05 0.001157
## 224 1.002 1.18e-04 0.001199
## 225 1.004 8.66e-05 0.002094
## 226 1.003 8.03e-06 0.001082
## 227 1.002 1.79e-04 0.001736
## 228 1.005 2.31e-04 0.003541
## 229 1.006 1.44e-05 0.003885
## 230 1.003 2.21e-04 0.002367
## 231 1.001 1.47e-04 0.000990
## 232 1.003 1.91e-06 0.001423
## 233 1.002 7.39e-05 0.001128
## 234 1.003 1.10e-04 0.001733
## 235 1.003 1.00e-04 0.001974
## 236 1.003 5.00e-06 0.000998
## 237 0.996 1.12e-03 0.001663
## 238 1.000 9.22e-04 0.002428
## 239 1.003 9.56e-06 0.000886
## 240 1.000 4.38e-04 0.001447
## 241 1.003 3.48e-05 0.000972
## 242 1.003 6.05e-05 0.001384
## 243 1.001 4.60e-04 0.002013
## 244 1.003 1.08e-04 0.001463
## 245 1.004 7.19e-06 0.001914
## 246 0.998 6.22e-04 0.001303
## 247 0.997 6.98e-04 0.001341
## 248 1.002 1.33e-05 0.000459
## 249 1.003 6.49e-07 0.000982
## 250 0.992 1.52e-03 0.001551 *
## 251 1.003 1.05e-05 0.000972
## 252 1.004 2.51e-04 0.002756
## 253 1.005 1.07e-03 0.005248
## 254 0.972 1.50e-02 0.004962 *
## 255 1.000 8.67e-04 0.002395
## 256 1.010 1.47e-02 0.017584 *
## 257 1.002 1.42e-04 0.001135
## 258 1.001 3.40e-04 0.001567
## 259 1.004 8.47e-06 0.001809
## 260 1.007 2.39e-04 0.005649 *
## 261 0.998 9.51e-04 0.001857
## 262 1.005 1.32e-04 0.003414
## 263 1.003 1.36e-05 0.001003
## 264 1.002 1.36e-02 0.012403 *
## 265 1.000 9.22e-04 0.002365
## 266 1.005 2.36e-04 0.004016
## 267 1.004 8.19e-05 0.002237
## 268 1.002 5.75e-05 0.000679
## 269 1.004 2.55e-05 0.001829
## 270 1.002 4.35e-05 0.000881
## 271 1.006 5.88e-04 0.005530 *
## 272 1.003 8.38e-05 0.001946
## 273 0.998 3.36e-04 0.000906
## 274 1.012 9.39e-04 0.010938 *
## 275 1.003 7.18e-04 0.003392
## 276 1.003 2.76e-05 0.001154
## 277 1.003 3.62e-05 0.001209
## 278 1.004 9.11e-05 0.002046
## 279 1.000 1.61e-04 0.000683
## 280 1.002 1.82e-04 0.001630
## 281 1.006 3.08e-09 0.003557
## 282 0.978 2.58e-01 0.043222 *
## 283 0.998 3.03e-04 0.000733
## 284 1.001 1.78e-03 0.004134
## 285 1.000 3.30e-04 0.001346
## 286 1.003 9.93e-06 0.000858
## 287 1.001 6.04e-05 0.000427
## 288 1.003 2.96e-06 0.000782
## 289 1.002 1.68e-04 0.001537
## 290 1.004 1.55e-04 0.002648
## 291 1.002 1.40e-05 0.000620
## 292 1.002 4.87e-04 0.002274
## 293 1.004 1.01e-04 0.002455
## 294 1.002 1.75e-04 0.001699
## 295 1.005 6.26e-04 0.004455
## 296 1.005 6.62e-05 0.003391
## 297 1.004 1.28e-04 0.002229
## 298 1.001 2.82e-04 0.001597
## 299 1.003 2.61e-04 0.002231
## 300 1.006 2.46e-05 0.003713
## 301 1.003 2.70e-05 0.001146
## 302 1.003 2.71e-06 0.001227
## 303 1.004 9.57e-05 0.002263
## 304 1.003 1.56e-07 0.001503
## 305 1.002 6.92e-05 0.000989
## 306 1.002 1.77e-04 0.001273
## 307 1.002 1.78e-04 0.001253
## 308 1.003 8.98e-06 0.001385
## 309 1.003 7.65e-05 0.001595
## 310 1.003 4.84e-07 0.001117
## 311 0.997 1.25e-03 0.002196
## 312 1.000 4.50e-04 0.001550
## 313 1.001 1.11e-04 0.000731
## 314 1.002 8.18e-05 0.001065
## 315 1.004 4.50e-06 0.001727
## 316 1.003 3.31e-07 0.000857
## 317 1.003 3.07e-04 0.002328
## 318 1.003 7.16e-06 0.001180
## 319 1.002 9.76e-05 0.001339
## 320 1.003 8.05e-05 0.001652
## 321 1.008 1.74e-05 0.006236 *
## 322 1.002 3.17e-05 0.000815
## 323 1.004 3.01e-07 0.001866
## 324 1.003 1.62e-05 0.000967
## 325 1.003 3.59e-05 0.001411
## 326 0.997 1.43e-03 0.002413
## 327 1.002 2.88e-04 0.002073
## 328 1.004 6.20e-07 0.002493
## 329 1.004 5.38e-05 0.002280
## 330 1.003 5.50e-06 0.000644
## 331 1.003 1.31e-04 0.001795
## 332 1.004 9.04e-11 0.001936
## 333 1.003 2.19e-04 0.001925
## 334 1.003 2.25e-05 0.001270
## 335 1.002 7.63e-05 0.001173
## 336 1.003 1.64e-05 0.001124
## 337 1.000 7.60e-04 0.002075
## 338 1.004 4.19e-05 0.001913
## 339 0.999 1.41e-03 0.002966
## 340 1.003 2.64e-05 0.001195
## 341 1.003 4.45e-05 0.001601
## 342 1.001 5.69e-04 0.002251
## 343 1.002 6.71e-05 0.001106
## 344 1.007 7.34e-05 0.004756 *
## 345 1.003 2.59e-05 0.001126
## 346 1.001 1.30e-04 0.000957
## 347 1.004 4.82e-06 0.002514
## 348 1.002 1.36e-04 0.001185
## 349 1.003 4.29e-05 0.001462
## 350 1.005 1.91e-05 0.002835
## 351 1.002 1.89e-04 0.001532
## 352 1.004 1.93e-04 0.002513
## 353 1.001 7.73e-05 0.000667
## 354 1.003 1.95e-05 0.001371
## 355 1.005 3.78e-05 0.003015
## 356 1.004 1.87e-06 0.001979
## 357 1.002 4.53e-05 0.000840
## 358 1.003 2.04e-08 0.001487
## 359 1.003 2.61e-07 0.000829
## 360 1.005 4.85e-08 0.002555
## 361 1.003 7.82e-04 0.003335
## 362 1.003 7.48e-05 0.001707
## 363 1.003 9.96e-06 0.000876
## 364 1.002 3.10e-05 0.000616
## 365 1.005 1.46e-07 0.002879
## 366 1.004 8.12e-05 0.002481
## 367 1.003 4.10e-06 0.001086
## 368 1.001 1.38e-04 0.000928
## 369 1.003 3.56e-05 0.001277
## 370 1.002 1.86e-04 0.001567
## 371 1.003 2.01e-04 0.002109
## 372 1.001 6.42e-05 0.000479
## 373 1.002 1.33e-04 0.001261
## 374 1.003 1.00e-05 0.000734
## 375 1.003 3.68e-05 0.001166
## 376 1.000 1.96e-04 0.000878
## 377 1.003 3.93e-05 0.001399
## 378 1.003 4.86e-05 0.001818
## 379 1.002 5.60e-05 0.000752
## 380 1.002 2.91e-05 0.000580
## 381 1.002 1.26e-04 0.001008
## 382 1.003 5.24e-05 0.001265
## 383 1.004 2.56e-06 0.001577
## 384 1.004 1.27e-05 0.002206
## 385 0.996 4.10e-04 0.000760
## 386 1.002 1.23e-04 0.001177
## 387 1.005 1.30e-03 0.005428
## 388 1.002 1.03e-04 0.001001
## 389 1.002 1.00e-05 0.000635
## 390 1.003 3.47e-05 0.001106
## 391 1.003 2.53e-05 0.001456
## 392 0.999 6.14e-04 0.001512
## 393 1.002 3.93e-04 0.002411
## 394 1.009 1.49e-04 0.006738 *
## 395 1.002 3.92e-05 0.000901
## 396 1.002 1.53e-04 0.001300
## 397 1.003 1.18e-05 0.001536
## 398 1.002 4.21e-05 0.000764
## 399 1.003 2.23e-05 0.000959
## 400 1.002 4.65e-05 0.000950
## 401 1.003 6.49e-05 0.001781
## 402 1.003 1.81e-05 0.001217
## 403 1.005 5.90e-07 0.002886
## 404 1.002 9.65e-06 0.000493
## 405 1.003 2.45e-05 0.000995
## 406 1.003 5.44e-09 0.000612
## 407 1.002 1.89e-04 0.001660
## 408 1.002 6.08e-05 0.000711
## 409 1.002 8.92e-05 0.001052
## 410 1.002 5.29e-05 0.000652
## 411 0.998 2.68e-04 0.000675
## 412 1.002 5.05e-04 0.002249
## 413 1.006 5.40e-05 0.003802
## 414 1.002 3.36e-06 0.000547
## 415 0.996 3.54e-04 0.000676
## 416 1.002 1.12e-04 0.001262
## 417 1.003 1.51e-05 0.000985
## 418 1.005 3.59e-05 0.002859
## 419 1.003 1.48e-04 0.002236
## 420 1.005 1.09e-05 0.002820
## 421 1.004 4.78e-05 0.002699
## 422 0.994 4.92e-04 0.000702
## 423 1.001 6.23e-05 0.000631
## 424 1.002 3.22e-05 0.000691
## 425 1.003 1.50e-04 0.001856
## 426 1.003 1.13e-05 0.000973
## 427 1.005 3.64e-05 0.002871
## 428 1.003 1.79e-05 0.000902
## 429 1.001 1.11e-04 0.000806
## 430 1.004 1.19e-06 0.001584
## 431 1.005 3.00e-06 0.002905
## 432 1.003 4.49e-05 0.001102
## 433 1.003 2.77e-05 0.001219
## 434 1.002 1.06e-04 0.001077
## 435 1.003 1.63e-04 0.001783
## 436 1.003 3.86e-04 0.002527
## 437 1.003 1.21e-04 0.001561
## 438 1.003 1.06e-07 0.001014
## 439 1.003 8.99e-06 0.000752
## 440 1.002 9.92e-05 0.001079
## 441 1.000 1.68e-04 0.000840
## 442 1.004 5.43e-04 0.003432
## 443 1.004 5.16e-05 0.001948
## 444 1.003 5.55e-05 0.001401
## 445 1.006 2.71e-04 0.004384
## 446 1.002 1.68e-05 0.000750
## 447 0.998 1.25e-03 0.002233
## 448 1.006 2.24e-03 0.007533 *
## 449 1.003 1.39e-06 0.001061
## 450 1.003 2.65e-05 0.000963
## 451 1.002 4.28e-05 0.000834
## 452 1.002 2.05e-05 0.000708
## 453 1.001 1.69e-04 0.001036
## 454 1.003 8.13e-05 0.001731
## 455 1.003 5.33e-05 0.001792
## 456 1.003 1.43e-03 0.004644
## 457 1.002 1.52e-04 0.001556
## 458 0.995 2.03e-03 0.002454
## 459 1.005 6.45e-06 0.002620
## 460 1.004 2.71e-05 0.001906
## 461 1.004 7.39e-05 0.002695
## 462 1.003 2.27e-04 0.002526
## 463 1.006 9.77e-06 0.003833
## 464 0.999 2.03e-03 0.003666
## 465 1.002 2.76e-04 0.001766
## 466 0.993 2.30e-03 0.002464 *
## 467 1.003 3.10e-04 0.002612
## 468 1.005 3.37e-06 0.002786
## 469 0.990 3.09e-03 0.002487 *
## 470 1.005 3.30e-07 0.003052
## 471 1.004 1.30e-04 0.002356
## 472 0.992 3.41e-03 0.003079 *
## 473 1.003 3.05e-04 0.002658
## 474 0.998 1.83e-03 0.003165
## 475 1.004 7.22e-05 0.001987
## 476 0.995 2.36e-03 0.002744
## 477 1.002 1.10e-04 0.001072
## 478 0.998 1.32e-03 0.002407
## 479 1.007 8.85e-05 0.005235 *
## 480 1.001 6.52e-04 0.002230
## 481 1.003 2.84e-04 0.002352
## 482 1.004 9.15e-08 0.001600
## 483 1.000 5.60e-04 0.001787
## 484 0.995 1.42e-03 0.001841
## 485 1.005 5.83e-05 0.003453
## 486 1.000 4.59e-04 0.001604
## 487 0.997 2.31e-03 0.003281
## 488 1.004 2.89e-05 0.001914
## 489 1.002 2.24e-04 0.001798
## 490 1.005 1.29e-05 0.003070
## 491 1.000 3.58e-04 0.001230
## 492 1.006 2.09e-03 0.007487 *
## 493 1.007 3.45e-06 0.004891 *
## 494 0.999 2.05e-03 0.003550
## 495 0.995 6.26e-03 0.005722 *
## 496 1.002 4.16e-04 0.002140
## 497 1.003 5.08e-04 0.002871
## 498 1.003 3.72e-05 0.001506
## 499 1.003 2.15e-04 0.001902
## 500 1.003 1.57e-05 0.001373
## 501 1.003 8.56e-07 0.000849
## 502 1.003 2.11e-05 0.000922
## 503 1.002 2.11e-05 0.000616
## 504 1.004 2.01e-05 0.002284
## 505 1.002 3.50e-04 0.002016
## 506 1.003 2.59e-05 0.001456
## 507 1.002 1.31e-04 0.001447
## 508 1.002 1.11e-04 0.001083
## 509 1.003 2.32e-04 0.002543
## 510 0.999 6.56e-04 0.001697
## 511 1.004 3.55e-06 0.001688
## 512 1.001 2.09e-03 0.004628
## 513 1.003 2.45e-08 0.001062
## 514 0.992 2.03e-03 0.001974 *
## 515 0.996 5.89e-04 0.000952
## 516 1.003 1.31e-06 0.001006
## 517 1.000 2.92e-04 0.001148
## 518 0.998 4.30e-04 0.001064
## 519 1.001 9.13e-05 0.000794
## 520 1.001 4.65e-04 0.001763
## 521 1.002 5.80e-05 0.001000
## 522 0.985 3.66e-03 0.002260 *
## 523 0.995 8.73e-04 0.001214
## 524 0.988 1.01e-03 0.000824 *
## 525 1.007 1.17e-04 0.005258 *
## 526 1.003 5.19e-04 0.003291
## 527 1.004 6.06e-08 0.001723
## 528 1.002 8.68e-06 0.000596
## 529 1.002 3.77e-04 0.002068
## 530 1.003 3.25e-05 0.001440
## 531 1.002 3.15e-05 0.000666
## 532 1.003 1.38e-06 0.001247
## 533 1.002 1.23e-04 0.001100
## 534 1.005 1.18e-05 0.002649
## 535 1.001 1.02e-04 0.000861
## 536 1.003 4.62e-05 0.001171
## 537 0.997 6.61e-04 0.001342
## 538 1.002 6.48e-05 0.000899
## 539 1.003 6.05e-06 0.000975
## 540 1.004 2.88e-04 0.002877
## 541 1.004 1.68e-08 0.001595
## 542 1.003 1.04e-05 0.001318
## 543 1.003 2.32e-04 0.002138
## 544 1.001 3.42e-04 0.001777
## 545 1.006 4.95e-04 0.005181 *
## 546 1.004 2.68e-07 0.002051
## 547 1.003 3.57e-06 0.000987
## 548 1.000 3.53e-04 0.001248
## 549 0.996 4.50e-04 0.000786
## 550 1.001 1.73e-04 0.000877
## 551 1.002 1.52e-04 0.001320
## 552 1.000 1.69e-04 0.000718
## 553 0.999 2.04e-04 0.000611
## 554 0.993 1.46e-03 0.001646 *
## 555 1.004 1.76e-04 0.002639
## 556 1.000 1.64e-03 0.003481
## 557 1.001 4.95e-04 0.001841
## 558 1.002 1.13e-06 0.000437
## 559 1.002 1.01e-03 0.003338
## 560 1.002 6.96e-05 0.001010
## 561 1.003 9.49e-05 0.001835
## 562 0.999 2.45e-03 0.003961
## 563 1.005 1.13e-05 0.003208
## 564 0.998 2.85e-03 0.004304
## 565 1.005 9.78e-06 0.002586
## 566 1.000 1.04e-04 0.000573
## 567 1.005 2.35e-05 0.002789
## 568 1.003 8.12e-05 0.001482
## 569 1.002 2.08e-05 0.000573
## 570 1.001 9.64e-04 0.002801
## 571 1.005 2.10e-04 0.003327
## 572 1.003 1.07e-06 0.001299
## 573 1.001 1.56e-04 0.001110
## 574 1.001 8.97e-04 0.002892
## 575 1.003 4.35e-05 0.001304
## 576 1.004 2.34e-05 0.001780
## 577 1.003 3.72e-04 0.002892
## 578 1.003 1.16e-04 0.002030
## 579 1.000 1.99e-04 0.000964
## 580 1.002 3.88e-05 0.000928
## 581 1.003 1.63e-05 0.001216
## 582 1.002 4.16e-05 0.000610
## 583 1.005 3.92e-05 0.002978
## 584 1.001 1.44e-04 0.000781
## 585 1.005 4.84e-07 0.002570
## 586 1.004 3.06e-04 0.003208
## 587 1.003 6.07e-05 0.001763
## 588 1.003 1.26e-04 0.002061
## 589 1.005 1.03e-03 0.005457
## 590 1.007 3.56e-05 0.004652 *
## 591 1.005 1.93e-05 0.002602
## 592 1.004 3.25e-05 0.002419
## 593 1.004 1.82e-04 0.002412
## 594 0.999 1.02e-03 0.002365
## 595 1.002 4.00e-04 0.002076
## 596 1.004 6.28e-07 0.001682
## 597 0.992 4.93e-03 0.004101 *
## 598 0.999 1.88e-04 0.000640
## 599 1.000 4.76e-04 0.001585
## 600 1.001 2.08e-04 0.001141
## 601 1.003 7.24e-05 0.001822
## 602 1.002 6.66e-04 0.002861
## 603 1.003 9.03e-05 0.001461
## 604 1.006 4.13e-04 0.004945 *
## 605 1.002 1.79e-04 0.001251
## 606 1.006 1.62e-05 0.004232 *
## 607 1.003 4.45e-04 0.002668
## 608 1.004 7.41e-05 0.002625
## 609 1.004 3.93e-04 0.003678
## 610 1.002 2.74e-04 0.001801
## 611 1.000 1.89e-04 0.000911
## 612 1.003 9.59e-06 0.001410
## 613 1.003 5.25e-04 0.002775
## 614 1.002 5.33e-05 0.000801
## 615 1.004 1.18e-05 0.002513
## 616 1.003 6.43e-04 0.003200
## 617 1.002 5.72e-04 0.002602
## 618 0.998 1.84e-04 0.000486
## 619 1.002 8.48e-05 0.001245
## 620 1.003 1.03e-06 0.000958
## 621 0.990 2.03e-03 0.001784 *
## 622 1.004 1.50e-06 0.002468
## 623 1.003 6.18e-06 0.000754
## 624 1.003 1.07e-04 0.001861
## 625 0.997 1.12e-03 0.002015
## 626 1.003 1.35e-04 0.002225
## 627 0.983 2.57e-03 0.001491 *
## 628 1.003 2.31e-06 0.001212
## 629 1.001 1.78e-04 0.001084
## 630 0.997 1.35e-03 0.002279
## 631 1.004 2.90e-04 0.003018
## 632 1.002 7.62e-05 0.001110
## 633 1.002 4.12e-04 0.002291
## 634 1.005 7.17e-07 0.003240
## 635 1.004 2.96e-05 0.002053
## 636 1.001 2.50e-04 0.001355
## 637 1.004 3.09e-05 0.002189
## 638 1.000 3.97e-04 0.001434
## 639 1.003 7.67e-04 0.003365
## 640 1.004 1.55e-05 0.001978
## 641 1.003 5.24e-05 0.001550
## 642 0.997 8.28e-04 0.001493
## 643 0.998 7.46e-04 0.001649
## 644 1.004 9.19e-06 0.001939
## 645 1.001 4.03e-04 0.001857
## 646 1.003 1.85e-05 0.001351
## 647 1.004 8.46e-06 0.001631
## 648 1.006 1.14e-04 0.004114
## 649 0.998 4.81e-04 0.001177
## 650 0.986 1.74e-03 0.001164 *
## 651 1.003 4.70e-06 0.000949
## 652 1.003 3.87e-06 0.000977
## 653 1.003 2.53e-04 0.002057
## 654 1.002 6.09e-05 0.000968
## 655 1.002 8.59e-05 0.001136
## 656 1.000 7.33e-04 0.002190
## 657 0.994 1.90e-03 0.002281
## 658 0.998 5.35e-04 0.001179
## 659 1.003 2.00e-05 0.000856
## 660 0.998 6.59e-04 0.001363
## 661 0.995 9.14e-04 0.001330
## 662 1.001 2.15e-04 0.001213
## 663 1.002 2.52e-04 0.001996
## 664 1.000 9.90e-05 0.000572
## 665 1.004 1.46e-05 0.001943
## 666 0.990 2.14e-03 0.001807 *
## 667 1.004 5.17e-05 0.002031
## 668 1.004 5.72e-06 0.002152
## 669 1.002 7.47e-05 0.001057
## 670 0.996 1.09e-03 0.001763
## 671 1.002 1.00e-04 0.001321
## 672 1.000 2.66e-04 0.001041
## 673 1.003 1.09e-07 0.001188
## 674 0.998 1.23e-03 0.002240
## 675 1.002 1.04e-04 0.001168
## 676 1.004 7.22e-06 0.002028
## 677 1.003 1.77e-05 0.000972
## 678 1.002 1.32e-04 0.001251
## 679 1.003 4.16e-05 0.001246
## 680 0.995 5.45e-04 0.000810
## 681 1.002 4.24e-04 0.002495
## 682 1.003 8.89e-05 0.001428
## 683 1.002 1.83e-04 0.001508
## 684 1.003 4.05e-05 0.001119
## 685 1.004 9.85e-07 0.002013
## 686 1.005 4.85e-05 0.003229
## 687 1.002 2.43e-04 0.001475
## 688 1.003 6.20e-07 0.000975
## 689 1.003 3.33e-05 0.001562
## 690 0.999 7.09e-04 0.001850
## 691 1.003 1.37e-05 0.001128
## 692 1.001 2.67e-04 0.001405
## 693 1.005 3.60e-05 0.002897
## 694 1.004 2.37e-04 0.003261
## 695 1.002 2.95e-04 0.001996
## 696 1.002 1.30e-04 0.001086
## 697 1.002 2.08e-05 0.000752
## 698 1.002 5.77e-04 0.002790
## 699 1.000 1.81e-04 0.000834
## 700 1.001 1.21e-04 0.000749
## 701 1.003 1.02e-05 0.001094
## 702 1.002 4.02e-05 0.000822
## 703 1.003 1.68e-06 0.000690
## 704 1.003 3.56e-04 0.002631
## 705 1.002 7.80e-06 0.000562
## 706 0.999 1.18e-04 0.000469
## 707 1.002 2.73e-05 0.000766
## 708 1.003 1.89e-05 0.000958
## 709 1.002 3.33e-06 0.000570
## 710 1.003 2.28e-04 0.002492
## 711 1.003 1.99e-06 0.000858
## 712 1.003 6.55e-07 0.000729
## 713 1.002 3.16e-04 0.001890
## 714 1.006 1.26e-06 0.004092 *
## 715 1.003 1.04e-04 0.001593
## 716 1.002 3.69e-05 0.000907
## 717 1.002 9.70e-05 0.000939
## 718 1.003 3.49e-05 0.000961
## 719 1.001 1.27e-04 0.000714
## 720 1.003 2.10e-05 0.001468
## 721 0.999 2.81e-04 0.000942
## 722 1.002 2.39e-04 0.001616
## 723 1.004 7.01e-05 0.002700
## 724 1.002 2.18e-05 0.000653
## 725 1.002 2.26e-04 0.001540
## 726 1.003 5.44e-05 0.001690
## 727 1.002 5.35e-03 0.007765 *
## 728 1.003 4.12e-05 0.001637
## 729 1.003 6.72e-06 0.001186
## 730 1.003 3.67e-05 0.001705
## 731 1.001 6.12e-05 0.000537
## 732 1.003 2.60e-05 0.001190
## 733 1.002 2.26e-05 0.000575
## 734 1.003 1.83e-04 0.001926
## 735 1.004 4.40e-07 0.001988
## 736 1.003 3.49e-06 0.001119
## 737 1.002 1.76e-04 0.001546
## 738 1.000 2.07e-04 0.000794
## 739 1.002 1.52e-05 0.000488
## 740 1.002 8.06e-04 0.002952
## 741 1.003 1.62e-05 0.001237
## 742 1.000 2.78e-04 0.001101
## 743 0.999 4.67e-04 0.001378
## 744 1.002 2.21e-04 0.001688
## 745 1.000 1.94e-04 0.000748
## 746 1.000 2.47e-04 0.000923
## 747 1.003 1.24e-05 0.001043
## 748 0.996 1.50e-03 0.002186
## 749 0.995 7.85e-04 0.001135
## 750 1.002 4.05e-05 0.000717
## 751 1.002 2.40e-04 0.001514
## 752 1.003 5.55e-06 0.000679
## 753 1.003 1.05e-06 0.000957
## 754 1.002 1.26e-04 0.001271
## 755 1.000 1.09e-03 0.002606
## 756 0.997 3.35e-04 0.000756
## 757 1.002 2.41e-05 0.000730
## 758 1.001 4.28e-04 0.001771
## 759 1.000 6.73e-04 0.002053
## 760 1.000 4.62e-04 0.001554
## 761 1.002 8.15e-07 0.000442
## 762 1.002 3.79e-05 0.000858
## 763 1.002 1.25e-04 0.001295
## 764 1.001 2.29e-04 0.001273
## 765 1.004 1.93e-06 0.001775
## 766 1.004 3.11e-05 0.001899
## 767 1.000 2.19e-04 0.000907
## 768 1.002 1.82e-04 0.001500
## 769 1.003 1.53e-05 0.000784
## 770 1.003 7.79e-06 0.001277
## 771 1.001 3.49e-04 0.001499
## 772 1.003 1.44e-05 0.000774
## 773 1.008 3.50e-04 0.006236 *
## 774 1.002 9.22e-05 0.001012
## 775 0.982 4.26e-03 0.002220 *
## 776 1.003 1.58e-04 0.001912
## 777 0.999 2.64e-04 0.000773
## 778 1.001 9.50e-05 0.000814
## 779 1.005 1.47e-04 0.003631
## 780 0.991 1.90e-03 0.001703 *
## 781 1.003 2.98e-06 0.001081
## 782 1.003 7.65e-08 0.000961
## 783 0.989 5.07e-03 0.003593 *
## 784 1.001 1.10e-04 0.000924
## 785 1.003 4.57e-05 0.001256
## 786 0.995 3.20e-03 0.003619 *
## 787 1.003 5.46e-04 0.002911
## 788 1.003 1.14e-06 0.001340
## 789 1.003 9.32e-06 0.000922
## 790 1.003 4.32e-05 0.001511
## 791 1.000 2.10e-04 0.000968
## 792 1.002 7.63e-06 0.000573
## 793 1.002 4.54e-05 0.000843
## 794 1.009 4.74e-04 0.007371 *
## 795 1.003 2.04e-04 0.001912
## 796 1.004 1.43e-03 0.005025
## 797 1.002 1.04e-04 0.001068
## 798 1.003 1.27e-04 0.002031
## 799 1.002 1.45e-05 0.000742
## 800 1.004 5.58e-05 0.002105
## 801 1.002 5.85e-06 0.000608
## 802 1.003 3.66e-07 0.001075
## 803 0.988 1.87e-03 0.001474 *
## 804 1.001 3.68e-04 0.001601
## 805 1.000 4.81e-04 0.001579
## 806 1.007 2.45e-04 0.005481 *
## 807 1.003 2.52e-05 0.001250
## 808 1.004 1.63e-05 0.001917
## 809 1.007 9.19e-04 0.006972 *
## 810 1.005 1.14e-05 0.002817
## 811 1.003 1.52e-04 0.001953
## 812 0.981 3.57e-03 0.001850 *
## 813 1.001 1.52e-04 0.001114
## 814 1.003 7.02e-07 0.001106
## 815 1.005 5.08e-05 0.002789
## 816 1.004 7.67e-05 0.002314
## 817 1.003 5.26e-05 0.001253
## 818 1.003 1.67e-05 0.000983
## 819 1.003 6.88e-05 0.001314
## 820 1.002 2.76e-05 0.000583
## 821 1.001 1.72e-04 0.001034
## 822 1.003 2.46e-03 0.006006 *
## 823 1.003 3.82e-06 0.000940
## 824 1.012 8.65e-04 0.010935 *
## 825 1.004 1.94e-04 0.002935
## 826 1.004 1.98e-04 0.002472
## 827 1.005 1.93e-04 0.003689
## 828 1.003 1.04e-04 0.001590
## 829 1.003 2.77e-06 0.000966
## 830 1.002 4.39e-05 0.000867
## 831 1.003 3.50e-06 0.000594
## 832 1.001 1.57e-04 0.001074
## 833 1.003 3.30e-06 0.001428
## 834 1.003 5.63e-07 0.001211
## 835 0.999 6.76e-04 0.001758
## 836 1.002 5.57e-05 0.000820
## 837 1.004 4.21e-05 0.001814
## 838 1.003 1.60e-05 0.001373
## 839 1.002 3.24e-05 0.000625
## 840 1.007 4.51e-05 0.004908 *
## 841 1.003 2.94e-07 0.000903
## 842 1.003 6.15e-09 0.001031
## 843 1.004 1.63e-05 0.001705
## 844 1.002 6.20e-05 0.000917
## 845 0.995 5.07e-03 0.005090 *
## 846 1.002 1.96e-04 0.001570
## 847 1.000 2.40e-04 0.000954
## 848 1.000 2.84e-04 0.001201
## 849 1.000 1.35e-04 0.000617
## 850 1.005 1.36e-05 0.002650
## 851 1.003 4.19e-05 0.001186
## 852 1.003 1.28e-04 0.001995
## 853 1.006 7.96e-06 0.003625
## 854 1.000 6.35e-04 0.001901
## 855 1.004 4.06e-04 0.003503
## 856 1.003 6.16e-06 0.000673
## 857 1.003 5.71e-07 0.000909
## 858 1.004 4.01e-04 0.003104
## 859 1.003 2.95e-06 0.000806
## 860 1.003 4.02e-05 0.001384
## 861 1.002 4.83e-05 0.000642
## 862 1.004 2.13e-06 0.001624
## 863 1.003 5.05e-05 0.001457
## 864 1.003 7.62e-10 0.001062
## 865 1.003 7.02e-07 0.000963
## 866 1.003 2.23e-07 0.000954
## 867 1.003 1.23e-04 0.002050
## 868 1.002 6.83e-05 0.001164
## 869 1.004 1.07e-05 0.001650
## 870 1.003 5.80e-04 0.003019
## 871 1.003 2.23e-06 0.001338
## 872 0.998 4.76e-04 0.001137
## 873 1.002 2.41e-04 0.001683
## 874 1.003 2.10e-05 0.001334
## 875 1.003 1.25e-04 0.001716
## 876 1.003 1.06e-05 0.001375
## 877 1.002 1.36e-04 0.001439
## 878 1.002 9.85e-05 0.001071
## 879 0.999 5.35e-04 0.001420
## 880 1.004 3.36e-05 0.001820
## 881 1.004 3.37e-05 0.001791
## 882 1.002 3.31e-04 0.002036
## 883 1.003 7.30e-06 0.001383
## 884 1.006 7.83e-07 0.003894
## 885 1.003 1.46e-05 0.001374
## 886 1.004 2.63e-04 0.002925
## 887 1.002 1.86e-04 0.001603
## 888 1.001 3.12e-04 0.001526
## 889 1.000 2.39e-04 0.000951
## 890 1.005 6.81e-05 0.002890
## 891 1.003 7.49e-06 0.000735
## 892 1.003 5.92e-09 0.000786
## 893 1.003 7.60e-05 0.001474
## 894 1.004 5.74e-05 0.002413
## 895 1.000 9.54e-04 0.002668
## 896 1.005 5.06e-05 0.003326
## 897 1.003 2.34e-04 0.002027
## 898 1.003 6.59e-05 0.001460
## 899 1.002 1.80e-05 0.000623
## 900 1.004 2.20e-03 0.006360 *
## 901 1.003 1.53e-05 0.000836
## 902 1.000 2.66e-04 0.000993
## 903 1.002 1.35e-04 0.001063
## 904 1.002 1.95e-06 0.000457
## 905 1.006 1.19e-03 0.006060 *
## 906 1.004 4.70e-07 0.001776
## 907 1.003 3.44e-04 0.002366
## 908 1.002 2.27e-04 0.001624
## 909 1.003 7.93e-06 0.000760
## 910 1.003 8.43e-05 0.001417
## 911 1.001 7.55e-05 0.000682
## 912 0.981 8.01e-03 0.003752 *
## 913 0.994 5.34e-03 0.004777 *
## 914 1.004 4.65e-05 0.002001
## 915 1.003 1.94e-04 0.001877
## 916 0.998 1.38e-03 0.002628
## 917 1.001 2.23e-04 0.001218
## 918 1.001 4.83e-04 0.001794
## 919 1.003 3.36e-04 0.002336
## 920 0.997 2.14e-03 0.002997
## 921 0.988 2.92e-03 0.002147 *
## 922 1.001 1.59e-04 0.000909
## 923 0.998 1.40e-03 0.002647
## 924 1.001 3.88e-04 0.001561
## 925 0.999 3.68e-04 0.001025
## 926 1.002 2.05e-04 0.001410
## 927 1.005 4.84e-05 0.003008
## 928 1.002 3.03e-04 0.002113
## 929 1.001 2.49e-04 0.001301
## 930 1.004 1.93e-03 0.005938 *
## 931 1.004 4.90e-05 0.002210
## 932 1.002 1.44e-04 0.001199
## 933 1.005 1.55e-04 0.003775
## 934 1.001 6.10e-04 0.002313
## 935 1.002 4.50e-04 0.002566
## 936 1.003 4.17e-04 0.002872
## 937 0.998 7.35e-04 0.001538
## 938 0.997 4.24e-04 0.000815
## 939 1.003 3.45e-04 0.002788
## 940 0.999 3.11e-04 0.001019
## 941 1.005 3.28e-04 0.004116
## 942 1.009 1.62e-05 0.006693 *
## 943 1.007 2.33e-05 0.005087 *
## 944 1.006 1.96e-04 0.004363
## 945 1.001 6.70e-04 0.002234
## 946 1.004 4.73e-04 0.003642
## 947 1.005 1.00e-03 0.005168
## 948 1.007 4.44e-04 0.005773 *
## 949 1.005 2.16e-06 0.003246
## 950 1.009 8.14e-05 0.007198 *
## 951 1.005 1.39e-05 0.002867
## 952 1.005 3.01e-05 0.003505
## 953 1.006 4.17e-04 0.005129 *
## 954 1.005 5.75e-05 0.003056
## 955 1.000 2.51e-04 0.000895
## 956 1.004 1.57e-04 0.002627
## 957 1.002 1.37e-04 0.001065
## 958 1.001 3.62e-04 0.001508
## 959 1.002 2.92e-05 0.000569
## 960 1.003 6.16e-08 0.000654
## 961 1.006 1.35e-03 0.006565 *
## 962 1.003 2.42e-05 0.000989
## 963 1.004 4.10e-05 0.001981
## 964 0.997 4.84e-04 0.000995
## 965 1.003 2.28e-06 0.001266
## 966 0.998 3.68e-04 0.000880
## 967 1.006 1.41e-05 0.004491 *
## 968 1.003 8.57e-05 0.001985
## 969 1.003 2.87e-06 0.001049
## 970 1.002 1.24e-04 0.001370
## 971 1.003 1.86e-06 0.000871
## 972 1.002 2.36e-04 0.001676
## 973 1.003 2.86e-06 0.001527
## 974 1.004 5.26e-07 0.002009
## 975 0.994 1.06e-03 0.001396
## 976 1.004 2.47e-05 0.001711
## 977 1.000 2.19e-04 0.001013
## 978 1.002 7.80e-06 0.000593
## 979 0.995 1.75e-03 0.002289
## 980 1.003 1.19e-04 0.002153
## 981 1.003 3.55e-06 0.001120
## 982 1.006 2.87e-05 0.004378 *
## 983 1.001 4.85e-04 0.002013
## 984 1.001 2.39e-04 0.001188
## 985 1.001 1.88e-04 0.001122
## 986 1.002 1.95e-05 0.000530
## 987 1.000 2.38e-04 0.001067
## 988 1.002 2.87e-04 0.001751
## 989 1.001 3.75e-04 0.001697
## 990 1.004 2.12e-05 0.001984
## 991 1.002 4.57e-04 0.002237
## 992 1.003 1.62e-06 0.001277
## 993 1.000 1.45e-03 0.003300
## 994 1.003 1.60e-07 0.000668
## 995 1.004 1.35e-05 0.002063
## 996 1.003 2.58e-04 0.002031
## 997 0.996 8.23e-04 0.001343
## 998 1.004 2.89e-05 0.001748
## 999 1.004 7.88e-06 0.001988
## 1000 1.003 1.59e-04 0.001999
## 1001 0.999 2.60e-03 0.004094
## 1002 1.006 2.22e-04 0.004621 *
## 1003 1.002 2.77e-04 0.001605
## 1004 1.005 4.45e-04 0.004418
## 1005 1.001 1.22e-03 0.003221
## 1006 1.003 2.01e-04 0.002200
## 1007 1.004 2.74e-03 0.006641 *
## 1008 1.004 3.19e-04 0.003327
## 1009 1.001 1.38e-04 0.000934
## 1010 0.998 3.61e-04 0.000952
## 1011 1.004 8.02e-06 0.001719
## 1012 1.003 1.21e-04 0.002167
## 1013 1.004 5.28e-05 0.002555
## 1014 1.004 2.31e-06 0.002433
## 1015 1.006 1.08e-04 0.004056
## 1016 1.002 3.70e-04 0.002029
## 1017 1.004 1.64e-05 0.001725
## 1018 1.001 5.14e-04 0.001895
## 1019 1.002 1.15e-04 0.001434
## 1020 1.002 1.57e-05 0.000721
## 1021 1.003 3.77e-06 0.001529
## 1022 1.007 1.30e-04 0.005691 *
## 1023 1.002 1.64e-04 0.001674
## 1024 1.002 6.48e-05 0.001107
## 1025 1.005 5.89e-05 0.003020
## 1026 1.000 2.30e-04 0.000995
## 1027 1.005 1.04e-04 0.002962
## 1028 1.003 2.05e-04 0.001878
## 1029 1.004 1.43e-05 0.002130
## 1030 1.006 2.42e-04 0.004689 *
## 1031 1.004 8.66e-07 0.001691
## 1032 1.004 1.71e-04 0.002508
## 1033 1.004 1.42e-06 0.001934
## 1034 1.004 8.00e-07 0.001530
## 1035 1.003 6.66e-04 0.003378
## 1036 1.004 5.24e-04 0.003754
## 1037 1.002 5.05e-04 0.002380
## 1038 1.005 4.65e-05 0.003290
## 1039 1.000 1.47e-03 0.003452
## 1040 1.000 7.76e-04 0.002244
## 1041 1.002 1.17e-04 0.001398
## 1042 1.006 1.33e-05 0.003671
## 1043 1.003 2.64e-05 0.001607
## 1044 1.004 1.26e-04 0.002534
## 1045 1.003 9.51e-06 0.001011
## 1046 1.003 1.28e-04 0.001955
## 1047 1.004 7.19e-05 0.002590
## 1048 0.997 3.36e-03 0.004204 *
## 1049 1.005 1.49e-03 0.005835
## 1050 1.007 3.71e-05 0.005407 *
## 1051 1.007 2.14e-04 0.005032 *
## 1052 1.002 2.17e-03 0.005313
## 1053 1.003 1.65e-04 0.002044
## 1054 1.004 8.01e-05 0.002542
## 1055 0.999 5.56e-04 0.001602
## 1056 1.004 5.55e-06 0.002285
## 1057 1.004 7.39e-04 0.004197
## 1058 0.991 5.31e-03 0.004219 *
## 1059 0.969 4.68e-02 0.012045 *
## 1060 1.007 6.20e-05 0.004814 *
## 1061 1.004 4.73e-05 0.002042
## 1062 1.006 2.32e-04 0.004703 *
## 1063 1.009 2.38e-05 0.007474 *
## 1064 1.002 4.87e-05 0.001009
## 1065 1.009 3.31e-04 0.007333 *
## 1066 1.005 2.41e-03 0.006790 *
## 1067 1.004 6.34e-06 0.002098
## 1068 1.003 9.56e-05 0.001461
## 1069 1.000 3.33e-04 0.001317
## 1070 1.001 2.58e-04 0.001522
## 1071 1.002 1.61e-04 0.001359
## 1072 1.007 2.79e-05 0.004776 *
## 1073 1.016 3.18e-04 0.014197 *
## 1074 0.999 1.13e-03 0.002345
## 1075 1.004 1.51e-05 0.002444
## 1076 0.995 1.89e-03 0.002373
## 1077 1.003 6.44e-05 0.001641
## 1078 1.004 3.58e-05 0.002382
## 1079 1.004 1.53e-04 0.002773
## 1080 1.005 2.49e-05 0.003201
## 1081 1.003 3.71e-05 0.001689
## 1082 1.002 3.67e-04 0.002272
## 1083 1.000 2.28e-04 0.000860
## 1084 1.003 4.20e-05 0.001017
## 1085 1.002 2.21e-05 0.000598
## 1086 1.003 4.37e-06 0.001203
## 1087 1.000 5.51e-04 0.001836
## 1088 1.004 1.18e-04 0.002166
## 1089 1.003 1.08e-04 0.001637
## 1090 0.999 1.21e-03 0.002652
## 1091 1.009 1.00e-04 0.006654 *
## 1092 1.003 7.83e-05 0.001439
## 1093 0.999 3.51e-04 0.001123
## 1094 1.010 6.40e-03 0.013454 *
## 1095 1.004 5.35e-05 0.001949
## 1096 1.007 2.12e-05 0.004626 *
## 1097 1.005 2.02e-04 0.003677
## 1098 1.003 1.03e-05 0.001380
## 1099 1.005 2.68e-06 0.003300
## 1100 1.003 4.81e-05 0.001341
## 1101 1.005 2.43e-05 0.002624
## 1102 1.005 1.98e-03 0.006304 *
## 1103 1.005 5.43e-05 0.003609
## 1104 1.005 1.02e-05 0.002912
## 1105 1.007 5.23e-06 0.004574 *
## 1106 1.004 1.95e-05 0.002073
## 1107 1.004 6.27e-06 0.002100
## 1108 1.001 1.66e-04 0.001119
## 1109 1.003 3.36e-05 0.001135
## 1110 1.001 3.79e-04 0.001565
## 1111 1.004 1.18e-07 0.001706
## 1112 1.003 1.02e-05 0.001279
## 1113 1.003 4.50e-05 0.001320
## 1114 1.005 1.51e-04 0.003474
## 1115 1.003 5.61e-07 0.000571
## 1116 1.003 1.42e-07 0.000886
## 1117 1.003 5.98e-06 0.000652
## 1118 1.003 2.58e-06 0.001353
## 1119 1.002 5.97e-05 0.000828
## 1120 1.001 6.08e-04 0.002441
## 1121 1.002 2.48e-05 0.000757
## 1122 1.004 1.97e-06 0.002401
## 1123 1.003 1.17e-05 0.001006
## 1124 1.003 8.36e-06 0.001043
## 1125 1.001 9.65e-05 0.000695
## 1126 1.003 3.18e-05 0.001151
## 1127 1.003 2.90e-06 0.000650
## 1128 1.003 2.25e-05 0.001352
## 1129 1.002 2.91e-05 0.000750
## 1130 0.996 8.53e-04 0.001320
## 1131 1.003 6.65e-06 0.000837
## 1132 1.003 1.38e-06 0.001075
## 1133 1.001 1.31e-04 0.000930
## 1134 1.003 4.53e-06 0.001293
## 1135 1.003 3.19e-06 0.000726
## 1136 1.001 1.27e-04 0.000834
## 1137 1.003 3.43e-06 0.000936
## 1138 0.999 4.05e-04 0.001118
## 1139 1.002 4.86e-04 0.002497
## 1140 1.005 1.98e-05 0.002618
## 1141 1.002 3.97e-08 0.000484
## 1142 1.003 2.00e-07 0.001358
## 1143 1.003 2.33e-08 0.001051
## 1144 1.003 4.12e-05 0.001071
## 1145 1.005 4.36e-04 0.003990
## 1146 1.003 1.84e-06 0.001176
## 1147 1.003 1.12e-03 0.003962
## 1148 1.003 5.44e-04 0.002871
## 1149 1.003 3.53e-06 0.001346
## 1150 1.003 3.69e-05 0.001671
## 1151 1.002 7.23e-05 0.000825
## 1152 1.003 7.38e-06 0.001034
## 1153 1.002 1.18e-05 0.000464
## 1154 1.004 5.18e-06 0.001931
## 1155 0.997 2.80e-03 0.003838
## 1156 1.002 4.81e-05 0.000732
## 1157 1.002 4.24e-04 0.002447
## 1158 1.003 7.58e-05 0.001307
## 1159 1.003 1.64e-05 0.000964
## 1160 0.995 9.14e-04 0.001366
## 1161 1.002 5.13e-05 0.000932
## 1162 1.003 5.67e-07 0.001353
## 1163 1.002 6.40e-04 0.003011
## 1164 1.002 1.83e-05 0.000768
## 1165 0.999 5.01e-04 0.001453
## 1166 1.003 1.83e-05 0.001480
## 1167 1.005 5.19e-05 0.002836
## 1168 1.002 4.65e-05 0.000977
## 1169 1.003 2.17e-06 0.000829
## 1170 1.003 1.40e-06 0.001004
## 1171 1.001 1.40e-04 0.000939
## 1172 1.010 9.15e-04 0.009222 *
## 1173 1.003 2.09e-06 0.000845
## 1174 0.990 1.99e-03 0.001660 *
## 1175 1.002 8.52e-05 0.000951
## 1176 0.999 3.86e-04 0.001199
## 1177 1.005 6.42e-04 0.004365
## 1178 1.003 2.73e-06 0.000655
## 1179 1.003 1.74e-06 0.000775
## 1180 1.002 1.48e-04 0.001355
## 1181 1.003 2.96e-05 0.001011
## 1182 1.003 8.45e-06 0.000782
## 1183 1.004 1.93e-05 0.002104
## 1184 1.003 5.52e-07 0.000765
## 1185 1.002 2.70e-04 0.001996
## 1186 1.003 4.56e-06 0.000939
## 1187 1.001 2.62e-04 0.001388
## 1188 1.003 2.14e-05 0.001063
## 1189 1.004 1.95e-04 0.002685
## 1190 1.002 1.93e-04 0.001398
## 1191 1.008 1.53e-03 0.007782 *
## 1192 1.002 2.08e-04 0.001750
## 1193 1.002 3.59e-05 0.000648
## 1194 1.001 2.33e-04 0.001355
## 1195 0.997 2.49e-04 0.000525
## 1196 0.999 3.40e-04 0.001076
## 1197 1.004 7.97e-05 0.002755
## 1198 1.003 1.37e-04 0.001957
## 1199 1.003 2.60e-07 0.000649
## 1200 1.002 6.06e-05 0.000694
## 1201 1.002 2.03e-04 0.001604
## 1202 1.010 6.55e-07 0.008411 *
## 1203 1.011 2.78e-03 0.011552 *
## 1204 0.998 4.13e-03 0.005405 *
## 1205 1.003 3.42e-06 0.000844
## 1206 1.003 7.77e-06 0.000695
## 1207 1.004 5.88e-06 0.001807
## 1208 1.004 1.02e-03 0.004499
## 1209 1.003 1.36e-04 0.001780
## 1210 1.003 9.99e-05 0.001733
## 1211 1.001 3.67e-04 0.001523
## 1212 1.008 2.16e-07 0.005651 *
## 1213 1.004 1.67e-05 0.001898
## 1214 1.000 1.10e-04 0.000548
## 1215 1.003 2.48e-06 0.001486
## 1216 0.998 6.10e-04 0.001360
## 1217 0.989 1.39e-03 0.001126 *
## 1218 1.007 4.99e-04 0.006304 *
## 1219 1.001 1.04e-04 0.000896
## 1220 1.003 1.26e-07 0.001421
## 1221 0.914 2.14e-02 0.002707 *
## 1222 1.004 9.11e-06 0.002141
## 1223 1.000 2.44e-04 0.000923
## 1224 0.999 2.51e-04 0.000885
## 1225 1.004 4.45e-06 0.001667
## 1226 1.003 2.29e-06 0.000683
## 1227 1.003 1.02e-05 0.000746
## 1228 1.006 4.32e-06 0.004080 *
## 1229 1.008 1.83e-03 0.008823 *
## 1230 1.000 3.30e-04 0.001308
## 1231 1.003 4.24e-05 0.001279
## 1232 1.003 2.05e-05 0.001589
## 1233 1.005 5.14e-05 0.002903
## 1234 1.002 2.26e-05 0.000718
## 1235 1.002 5.10e-05 0.001059
## 1236 1.002 7.84e-03 0.009462 *
## 1237 1.002 6.26e-05 0.000915
## 1238 1.004 5.00e-05 0.002314
## 1239 1.011 1.31e-04 0.009290 *
## 1240 1.002 1.11e-04 0.001061
## 1241 1.001 6.76e-04 0.002340
## 1242 1.002 6.82e-05 0.000834
## 1243 1.005 7.42e-04 0.005029
## 1244 1.007 1.17e-03 0.006669 *
## 1245 0.999 1.46e-04 0.000564
## 1246 1.003 7.02e-05 0.001571
## 1247 1.003 2.34e-05 0.001105
## 1248 1.001 7.32e-04 0.002420
## 1249 0.995 1.00e-03 0.001348
## 1250 1.003 1.08e-04 0.001575
## 1251 1.003 1.14e-05 0.000817
## 1252 1.005 1.93e-03 0.006749 *
## 1253 1.002 2.03e-04 0.001605
## 1254 1.004 1.90e-05 0.001754
## 1255 1.003 7.13e-04 0.003452
## 1256 1.002 1.23e-04 0.001364
## 1257 1.005 3.34e-04 0.003832
## 1258 1.006 2.43e-04 0.004769 *
## 1259 1.007 3.21e-04 0.005722 *
## 1260 1.004 8.07e-05 0.002093
## 1261 0.979 2.61e-03 0.001263 *
## 1262 1.003 2.75e-09 0.001286
## 1263 1.003 5.30e-05 0.001202
## 1264 1.003 9.88e-06 0.001092
## 1265 1.001 2.82e-04 0.001385
## 1266 1.003 1.43e-05 0.001187
## 1267 1.004 1.19e-05 0.002243
## 1268 1.007 2.26e-04 0.005458 *
## 1269 1.002 7.89e-06 0.000510
## 1270 0.999 1.77e-04 0.000584
## 1271 1.003 5.32e-05 0.001154
## 1272 1.003 2.57e-06 0.001201
## 1273 1.001 7.28e-05 0.000686
## 1274 1.003 2.90e-05 0.001234
## 1275 1.002 4.66e-05 0.001006
## 1276 0.991 1.17e-03 0.001170 *
## 1277 1.001 1.25e-04 0.000841
## 1278 1.003 2.17e-05 0.000942
## 1279 1.003 6.67e-05 0.001374
## 1280 1.002 5.20e-05 0.000838
## 1281 0.998 8.36e-04 0.001772
## 1282 1.003 6.12e-05 0.001518
## 1283 1.001 1.56e-04 0.000923
## 1284 1.003 1.98e-05 0.001205
## 1285 1.003 2.66e-08 0.000788
## 1286 1.003 6.74e-06 0.001326
## 1287 1.002 2.27e-04 0.001468
## 1288 1.003 5.30e-05 0.001311
## 1289 0.999 3.44e-04 0.000931
## 1290 0.999 1.37e-03 0.002834
## 1291 1.002 5.36e-05 0.000804
## 1292 1.005 9.78e-06 0.002952
## 1293 0.999 1.26e-03 0.002602
## 1294 1.003 2.19e-06 0.000885
## 1295 1.000 4.06e-04 0.001355
## 1296 1.000 4.32e-04 0.001512
## 1297 1.000 2.14e-04 0.000914
## 1298 1.002 1.43e-04 0.001298
## 1299 1.004 9.11e-07 0.001622
## 1300 1.001 3.62e-04 0.001516
## 1301 1.003 1.15e-04 0.001707
## 1302 1.001 1.82e-04 0.001004
## 1303 1.003 7.04e-06 0.000742
## 1304 0.989 1.64e-03 0.001388 *
## 1305 0.998 5.75e-04 0.001346
## 1306 1.003 1.54e-05 0.001071
## 1307 1.003 5.53e-09 0.001492
## 1308 1.003 7.31e-05 0.001505
## 1309 1.006 3.36e-04 0.005114 *
## 1310 0.999 1.17e-03 0.002426
## 1311 0.994 4.64e-04 0.000671
## 1312 1.000 2.15e-04 0.000908
## 1313 1.002 1.78e-04 0.001346
## 1314 1.003 6.25e-08 0.001116
## 1315 1.003 1.15e-05 0.000824
## 1316 0.997 9.07e-04 0.001542
## 1317 0.994 1.30e-03 0.001672
## 1318 1.002 2.52e-05 0.000761
## 1319 1.003 1.82e-06 0.001140
## 1320 0.999 1.87e-04 0.000604
## 1321 1.001 3.13e-04 0.001494
## 1322 1.003 5.62e-05 0.001282
## 1323 1.002 1.23e-04 0.001330
## 1324 1.003 6.90e-05 0.001274
## 1325 1.000 1.07e-04 0.000457
## 1326 1.003 2.21e-04 0.002060
## 1327 1.002 6.84e-05 0.001070
## 1328 1.002 1.45e-04 0.001420
## 1329 1.003 3.90e-06 0.000945
## 1330 0.996 6.76e-04 0.001125
## 1331 0.986 2.79e-03 0.001863 *
## 1332 1.003 9.05e-06 0.000991
## 1333 1.003 5.55e-06 0.000843
## 1334 1.002 1.20e-04 0.000994
## 1335 1.003 4.79e-05 0.001676
## 1336 1.003 9.53e-07 0.000737
## 1337 1.003 5.61e-06 0.001269
## 1338 1.002 5.48e-05 0.000842
## 1339 1.002 1.34e-04 0.001384
## 1340 1.003 2.83e-06 0.000726
## 1341 1.001 1.30e-04 0.000862
## 1342 1.003 2.13e-07 0.000626
## 1343 1.009 6.44e-05 0.006679 *
## 1344 1.003 1.72e-05 0.000784
## 1345 0.985 1.23e-03 0.000833 *
## 1346 1.000 1.26e-04 0.000525
## 1347 1.002 5.31e-06 0.000606
## 1348 1.004 2.00e-05 0.002563
## 1349 1.003 1.04e-05 0.000855
## 1350 1.001 2.48e-04 0.001201
## 1351 1.003 5.32e-06 0.000806
## 1352 1.001 4.48e-04 0.001951
## 1353 1.001 2.45e-04 0.001299
## 1354 1.002 1.22e-04 0.001088
## 1355 0.995 1.63e-03 0.002149
## 1356 0.996 7.84e-04 0.001354
## 1357 1.001 2.93e-04 0.001394
## 1358 1.003 4.07e-06 0.000624
## 1359 1.003 2.91e-05 0.001283
## 1360 1.003 4.08e-04 0.002667
## 1361 1.002 1.58e-04 0.001520
## 1362 1.002 7.67e-05 0.001072
## 1363 1.003 4.14e-07 0.001119
## 1364 1.003 1.19e-05 0.001272
## 1365 1.002 5.66e-05 0.000704
## 1366 0.941 6.03e-03 0.001125 *
## 1367 0.999 3.11e-04 0.000877
## 1368 1.004 5.26e-06 0.001765
## 1369 1.002 3.56e-05 0.000932
## 1370 1.003 1.14e-04 0.001765
## 1371 1.003 5.19e-07 0.001352
## 1372 1.003 2.63e-05 0.000988
## 1373 1.004 3.79e-04 0.003125
## 1374 1.007 3.54e-06 0.005119 *
## 1375 1.003 6.15e-05 0.001348
## 1376 1.001 1.32e-04 0.001027
## 1377 1.003 4.23e-05 0.001327
## 1378 1.002 4.85e-05 0.000768
## 1379 1.006 1.09e-04 0.004610 *
## 1380 1.008 4.02e-05 0.005705 *
## 1381 1.004 2.64e-05 0.001905
## 1382 1.001 6.56e-04 0.002463
## 1383 1.004 9.73e-06 0.002452
## 1384 1.002 1.86e-04 0.001517
## 1385 1.003 4.07e-05 0.001639
## 1386 1.002 1.45e-04 0.001200
## 1387 1.005 3.37e-05 0.002895
## 1388 1.004 4.80e-05 0.001855
## 1389 1.003 1.77e-04 0.001732
## 1390 0.998 1.75e-03 0.002994
## 1391 1.003 7.63e-05 0.001777
## 1392 1.002 1.25e-04 0.001093
## 1393 1.007 1.36e-03 0.006989 *
## 1394 1.001 1.72e-04 0.000928
## 1395 1.002 2.85e-05 0.000835
## 1396 1.002 3.00e-04 0.001683
## 1397 1.002 4.31e-05 0.000990
## 1398 1.000 8.17e-04 0.002292
## 1399 1.008 1.58e-04 0.006184 *
## 1400 1.007 6.41e-04 0.006452 *
## 1401 1.012 4.56e-04 0.010790 *
## 1402 1.002 4.71e-04 0.002258
## 1403 1.010 2.77e-04 0.008333 *
## 1404 1.003 2.29e-04 0.002156
## 1405 0.995 1.20e-03 0.001683
## 1406 1.003 4.37e-05 0.001158
## 1407 1.003 1.92e-06 0.001279
## 1408 1.003 2.79e-04 0.002405
## 1409 1.004 5.20e-04 0.003373
## 1410 1.003 1.98e-04 0.002028
## 1411 1.002 1.93e-04 0.001716
## 1412 1.003 5.28e-05 0.001665
## 1413 1.003 9.47e-05 0.001824
## 1414 1.002 9.74e-05 0.001254
## 1415 1.003 5.09e-05 0.001583
## 1416 1.004 1.38e-06 0.002172
## 1417 1.003 4.90e-05 0.001258
## 1418 1.003 1.13e-06 0.000937
## 1419 1.003 3.63e-06 0.001345
## 1420 1.003 2.22e-05 0.001319
## 1421 1.002 2.20e-04 0.001545
## 1422 1.004 1.07e-04 0.002833
## 1423 1.004 3.62e-04 0.003432
## 1424 1.003 4.17e-05 0.001101
## 1425 1.003 3.73e-06 0.000728
## 1426 1.002 2.46e-04 0.001770
## 1427 1.003 1.29e-05 0.001234
## 1428 1.003 3.62e-05 0.001459
## 1429 0.986 8.75e-03 0.004942 *
## 1430 1.003 1.25e-05 0.001294
## 1431 1.002 3.41e-04 0.002068
## 1432 1.003 1.61e-05 0.001260
## 1433 1.004 5.39e-05 0.001902
## 1434 1.002 4.24e-04 0.002359
## 1435 1.004 4.17e-05 0.001901
## 1436 1.000 9.63e-04 0.002605
## 1437 1.004 2.12e-06 0.002380
## 1438 1.003 1.51e-05 0.001398
## 1439 1.002 5.81e-05 0.000672
## 1440 1.003 1.31e-04 0.001908
## 1441 1.003 3.70e-06 0.001144
## 1442 0.998 7.24e-04 0.001610
## 1443 1.003 1.20e-06 0.001216
## 1444 0.999 5.29e-04 0.001352
## 1445 0.996 2.10e-03 0.002820
## 1446 1.003 1.46e-05 0.001394
## 1447 1.006 7.79e-05 0.004317 *
## 1448 0.999 1.64e-03 0.003055
## 1449 1.002 3.05e-04 0.001880
## 1450 1.005 1.04e-04 0.003073
## 1451 1.003 3.95e-10 0.000729
## 1452 1.002 3.02e-04 0.001750
## 1453 1.003 1.73e-05 0.001182
## 1454 1.004 2.61e-03 0.006627 *
## 1455 1.004 1.13e-05 0.001909
## 1456 1.003 3.32e-05 0.001222
## 1457 1.002 7.67e-04 0.003110
## 1458 1.002 4.69e-05 0.001000
## 1459 1.001 2.53e-04 0.001216
## 1460 1.008 7.78e-05 0.006144 *
## 1461 1.003 7.68e-07 0.000578
## 1462 1.000 3.22e-04 0.001207
## 1463 0.998 1.24e-03 0.002272
## 1464 1.006 3.66e-08 0.004379 *
## 1465 1.002 8.76e-05 0.001075
## 1466 1.003 8.59e-05 0.001520
## 1467 1.003 8.20e-05 0.001809
## 1468 0.999 4.46e-04 0.001154
## 1469 1.002 1.00e-04 0.001032
## 1470 1.003 1.44e-05 0.001374
## 1471 1.001 1.23e-04 0.000705
## 1472 1.003 2.60e-04 0.002460
## 1473 1.003 1.04e-05 0.001240
## 1474 1.003 9.75e-06 0.001440
## 1475 1.001 1.11e-04 0.000744
## 1476 1.003 1.74e-04 0.001748
## 1477 1.003 1.08e-05 0.000845
## 1478 1.003 2.80e-08 0.001081
## 1479 1.000 2.48e-04 0.001022
## 1480 1.004 1.94e-06 0.001586
## 1481 1.005 2.88e-05 0.002930
## 1482 1.003 1.49e-04 0.001796
## 1483 1.003 5.08e-05 0.001124
## 1484 0.999 3.39e-04 0.000949
## 1485 1.003 5.88e-05 0.001509
## 1486 1.004 4.95e-05 0.002232
## 1487 1.001 6.85e-04 0.002220
## 1488 1.003 3.80e-05 0.001020
## 1489 1.004 3.04e-05 0.001811
## 1490 1.072 4.28e-05 0.065370 *
## 1491 1.002 5.08e-06 0.000493
## 1492 0.999 2.17e-04 0.000734
## 1493 1.003 4.11e-07 0.001343
## 1494 1.000 1.34e-04 0.000693
## 1495 0.998 2.72e-04 0.000735
## 1496 0.999 5.83e-04 0.001424
## 1497 0.971 7.46e-03 0.002609 *
## 1498 1.003 7.42e-06 0.000937
## 1499 1.001 2.58e-04 0.001200
## 1500 1.002 5.60e-05 0.000836
## 1501 1.000 2.68e-04 0.001028
## 1502 1.002 9.12e-05 0.000924
## 1503 1.002 1.55e-04 0.001168
## 1504 0.995 1.08e-03 0.001496
## 1505 1.003 1.19e-05 0.000752
## 1506 0.998 1.07e-03 0.002049
## 1507 1.000 2.33e-04 0.000957
## 1508 1.002 2.72e-05 0.000578
## 1509 0.998 8.95e-04 0.001859
## 1510 0.999 2.80e-04 0.000950
## 1511 1.002 4.61e-05 0.000928
## 1512 1.006 2.03e-04 0.004175
## 1513 0.992 1.49e-03 0.001591 *
## 1514 1.003 1.95e-04 0.002163
## 1515 1.003 1.23e-05 0.000993
## 1516 1.001 3.28e-04 0.001705
## 1517 0.998 1.37e-04 0.000377
## 1518 0.998 8.10e-04 0.001659
## 1519 0.998 8.23e-04 0.001678
## 1520 1.001 7.02e-05 0.000440
## 1521 1.003 5.95e-07 0.001076
## 1522 0.997 8.06e-04 0.001464
## 1523 1.002 1.98e-04 0.001464
## 1524 0.996 1.06e-03 0.001656
## 1525 1.000 3.22e-04 0.001155
## 1526 1.002 7.91e-06 0.000660
## 1527 1.002 2.49e-04 0.001596
## 1528 1.003 1.16e-05 0.001403
## 1529 1.003 7.19e-05 0.001898
## 1530 1.002 1.85e-05 0.000671
## 1531 1.003 1.06e-06 0.000802
## 1532 1.003 1.07e-05 0.000819
## 1533 1.000 1.26e-04 0.000600
## 1534 1.000 2.92e-04 0.001202
## 1535 1.001 1.61e-04 0.000958
## 1536 1.002 2.30e-05 0.000581
## 1537 1.002 1.29e-04 0.001036
## 1538 0.997 6.28e-04 0.001130
## 1539 1.002 1.71e-04 0.001397
## 1540 1.002 7.19e-05 0.000749
## 1541 1.003 7.01e-07 0.000643
## 1542 0.993 6.82e-04 0.000810 *
## 1543 0.996 3.72e-04 0.000621
## 1544 1.006 1.47e-04 0.004271
## 1545 1.002 1.43e-04 0.001202
## 1546 1.002 1.16e-04 0.000965
## 1547 1.002 1.13e-05 0.000480
## 1548 0.991 2.08e-03 0.001879 *
## 1549 1.004 2.34e-05 0.002518
## 1550 1.002 3.07e-05 0.000735
## 1551 1.003 3.27e-05 0.001256
## 1552 0.998 9.92e-04 0.002028
## 1553 1.002 2.86e-05 0.000440
## 1554 1.003 8.71e-06 0.001427
## 1555 1.003 5.74e-05 0.001489
## 1556 1.002 1.06e-04 0.001223
## 1557 1.002 1.13e-04 0.001042
## 1558 1.001 9.06e-05 0.000772
## 1559 1.002 1.36e-04 0.001136
## 1560 0.995 1.11e-03 0.001567
## 1561 1.003 9.43e-06 0.001294
## 1562 1.002 3.17e-05 0.000537
## 1563 1.006 1.84e-04 0.004851 *
## 1564 1.004 1.98e-06 0.001630
## 1565 1.002 1.91e-07 0.000445
## 1566 1.003 3.62e-05 0.001311
## 1567 1.002 4.78e-05 0.000824
## 1568 0.993 1.76e-03 0.001966 *
## 1569 1.001 3.26e-04 0.001447
## 1570 1.002 2.54e-04 0.001803
## 1571 1.003 1.36e-05 0.001455
## 1572 1.002 6.04e-04 0.002579
## 1573 0.994 6.64e-04 0.000901
## 1574 1.006 2.86e-04 0.004401
## 1575 1.003 4.03e-05 0.001709
## 1576 1.003 1.20e-05 0.001356
## 1577 1.005 6.83e-05 0.003015
## 1578 1.003 6.17e-08 0.001255
## 1579 1.003 2.12e-05 0.000997
## 1580 0.997 6.89e-04 0.001336
## 1581 1.003 3.17e-07 0.000918
## 1582 1.001 1.30e-04 0.000850
## 1583 1.003 5.81e-06 0.000643
## 1584 0.999 6.23e-04 0.001563
## 1585 1.002 9.50e-05 0.000914
## 1586 1.003 2.10e-05 0.001094
## 1587 1.004 2.36e-04 0.002914
## 1588 1.003 5.04e-05 0.001394
## 1589 1.001 7.88e-04 0.002561
## 1590 1.002 2.72e-05 0.000540
## 1591 1.003 9.54e-07 0.000744
## 1592 1.002 1.61e-05 0.000579
## 1593 1.001 2.18e-04 0.001331
## 1594 1.004 8.33e-07 0.001883
## 1595 1.001 3.84e-04 0.001809
## 1596 1.003 3.05e-04 0.002229
## 1597 1.004 2.28e-05 0.001913
## 1598 1.003 1.24e-06 0.000582
## 1599 1.001 9.43e-05 0.000710
## 1600 1.003 1.14e-06 0.000896
## 1601 1.007 4.39e-05 0.004722 *
## 1602 1.003 5.42e-05 0.001529
## 1603 1.003 7.50e-06 0.000772
## 1604 1.003 1.22e-04 0.001495
## 1605 1.001 1.01e-04 0.000654
## 1606 1.002 2.30e-04 0.001505
## 1607 1.003 3.51e-05 0.001450
## 1608 1.002 3.05e-05 0.000649
## 1609 1.003 2.17e-05 0.000832
## 1610 0.998 5.15e-04 0.001152
## 1611 1.003 1.55e-05 0.000812
## 1612 1.002 5.00e-05 0.000717
## 1613 1.003 2.10e-05 0.000916
## 1614 1.003 8.27e-06 0.001388
## 1615 1.003 5.01e-06 0.001533
## 1616 1.003 7.00e-05 0.001353
## 1617 1.005 6.67e-04 0.004982
## 1618 1.002 3.01e-05 0.000583
## 1619 1.003 1.34e-05 0.001069
## 1620 1.003 6.02e-05 0.001202
## 1621 1.001 5.51e-04 0.002101
## 1622 1.004 1.66e-05 0.001685
## 1623 1.003 2.72e-05 0.001654
## 1624 1.003 3.44e-06 0.000834
## 1625 1.002 2.61e-04 0.001690
## 1626 1.003 1.53e-04 0.001786
## 1627 1.002 2.43e-05 0.000580
## 1628 1.003 3.66e-06 0.001246
## 1629 1.003 9.09e-05 0.001637
## 1630 1.004 7.25e-07 0.001890
## 1631 1.003 6.41e-05 0.001495
## 1632 1.001 6.91e-05 0.000568
## 1633 1.007 1.53e-04 0.005507 *
## 1634 1.001 1.64e-04 0.001074
## 1635 1.000 2.10e-04 0.000999
## 1636 1.002 2.68e-06 0.000521
## 1637 1.003 2.90e-05 0.000904
## 1638 1.002 4.92e-05 0.001015
## 1639 1.002 7.13e-05 0.000770
## 1640 1.002 1.96e-05 0.000541
## 1641 1.001 1.24e-04 0.000762
## 1642 1.002 1.12e-06 0.000530
## 1643 0.999 6.15e-04 0.001536
## 1644 1.000 1.18e-04 0.000637
## 1645 1.003 1.50e-05 0.000884
## 1646 1.003 3.90e-06 0.001013
## 1647 1.003 4.59e-05 0.001312
## 1648 1.002 9.05e-05 0.001113
## 1649 1.004 4.69e-05 0.001916
## 1650 1.003 6.73e-06 0.000946
## 1651 1.003 1.50e-05 0.001228
## 1652 1.002 1.34e-05 0.000669
## 1653 1.003 1.22e-06 0.000996
## 1654 1.003 1.58e-06 0.001231
## 1655 1.001 1.43e-04 0.000901
## 1656 0.993 2.22e-03 0.002339 *
## 1657 1.002 5.23e-05 0.000821
## 1658 0.998 5.44e-04 0.001296
## 1659 1.003 4.24e-05 0.001167
## 1660 1.001 7.40e-05 0.000678
## 1661 1.003 2.11e-04 0.002448
## 1662 1.002 4.66e-05 0.000712
## 1663 1.003 6.07e-06 0.001294
## 1664 1.004 8.14e-05 0.002139
## 1665 1.003 2.34e-06 0.000613
## 1666 1.002 6.80e-05 0.000947
## 1667 1.002 1.10e-04 0.000934
## 1668 1.004 3.04e-05 0.001945
## 1669 1.002 2.67e-05 0.000774
## 1670 1.004 1.48e-06 0.001781
## 1671 1.002 4.79e-08 0.000454
## 1672 1.002 8.56e-05 0.001018
## 1673 1.003 3.31e-07 0.000699
## 1674 1.002 4.91e-05 0.000815
## 1675 1.003 2.46e-06 0.001055
## 1676 1.004 5.51e-06 0.001772
## 1677 1.002 1.54e-04 0.001173
## 1678 1.003 1.64e-04 0.002289
## 1679 1.003 5.85e-09 0.000639
## 1680 1.003 3.26e-06 0.000754
## 1681 1.002 4.05e-05 0.000973
## 1682 1.002 2.07e-04 0.001703
## 1683 1.003 8.90e-05 0.001928
## 1684 0.999 1.10e-03 0.002387
## 1685 1.002 6.26e-05 0.000788
## 1686 0.996 4.38e-04 0.000768
## 1687 0.999 7.76e-04 0.001790
## 1688 1.003 1.06e-04 0.001460
## 1689 1.004 1.30e-05 0.001985
## 1690 1.002 3.09e-05 0.000426
## 1691 0.999 2.83e-04 0.000914
## 1692 0.998 2.51e-04 0.000676
## 1693 1.002 2.89e-06 0.000459
## 1694 1.004 1.08e-05 0.002492
## 1695 1.004 1.35e-03 0.005339
## 1696 1.002 3.46e-05 0.000655
## 1697 1.003 7.61e-05 0.001385
## 1698 1.003 8.05e-05 0.001615
## 1699 1.002 5.28e-05 0.000910
## 1700 1.003 3.73e-06 0.000686
## 1701 0.996 8.95e-04 0.001483
## 1702 1.001 7.49e-05 0.000645
## 1703 1.002 3.28e-06 0.000543
## 1704 1.003 2.05e-07 0.000839
## 1705 1.004 2.21e-05 0.002317
## 1706 1.004 1.13e-07 0.001627
## 1707 1.001 1.10e-04 0.000689
## 1708 0.996 1.72e-03 0.002385
## 1709 1.003 1.42e-07 0.001333
## 1710 1.005 4.62e-04 0.003910
## 1711 1.005 1.21e-04 0.003541
## 1712 1.002 2.71e-05 0.000772
## 1713 1.002 2.15e-05 0.000755
## 1714 1.003 2.16e-05 0.000885
## 1715 1.003 1.03e-04 0.001397
## 1716 1.002 8.57e-06 0.000576
## 1717 1.003 1.68e-05 0.001168
## 1718 1.003 1.16e-07 0.000569
## 1719 1.003 8.10e-05 0.001944
## 1720 1.003 4.39e-07 0.001487
## 1721 1.003 3.19e-06 0.000681
## 1722 1.003 8.89e-08 0.000765
## 1723 1.004 1.28e-04 0.002654
## 1724 1.002 1.38e-04 0.001140
## 1725 1.003 4.18e-05 0.001231
## 1726 1.003 2.11e-06 0.000941
## 1727 1.003 1.41e-05 0.000951
## 1728 1.001 2.29e-04 0.001415
## 1729 1.003 2.80e-05 0.001092
## 1730 1.004 3.83e-05 0.002319
## 1731 1.003 1.07e-07 0.000594
## 1732 1.002 2.57e-05 0.000674
## 1733 1.003 3.43e-09 0.001015
## 1734 1.003 2.12e-05 0.000984
## 1735 1.003 2.86e-05 0.000941
## 1736 1.002 1.54e-05 0.000646
## 1737 1.002 9.71e-05 0.001023
## 1738 1.001 9.32e-05 0.000729
## 1739 1.003 4.50e-08 0.000785
## 1740 1.000 2.78e-04 0.001057
## 1741 1.004 5.29e-06 0.002056
## 1742 1.005 3.57e-05 0.002704
## 1743 1.000 2.18e-04 0.000872
## 1744 1.003 5.75e-05 0.001529
## 1745 1.003 4.95e-05 0.001085
## 1746 1.004 7.02e-05 0.002175
## 1747 1.005 3.02e-05 0.002723
## 1748 1.003 3.46e-04 0.002410
## 1749 1.003 1.76e-05 0.000820
## 1750 1.003 5.60e-06 0.001273
## 1751 1.001 3.62e-04 0.001478
## 1752 1.000 1.89e-04 0.000890
## 1753 1.003 2.30e-04 0.002561
## 1754 1.002 6.47e-05 0.001122
## 1755 1.002 4.92e-05 0.000698
## 1756 0.999 2.67e-04 0.000895
## 1757 1.002 1.63e-05 0.000635
## 1758 1.003 3.14e-05 0.001061
## 1759 1.002 8.09e-05 0.000892
## 1760 1.003 1.77e-06 0.000620
## 1761 1.003 5.34e-06 0.000818
## 1762 1.004 1.13e-06 0.001633
## 1763 1.003 2.95e-05 0.001012
## 1764 1.003 1.89e-04 0.001956
## 1765 1.003 1.09e-04 0.001573
## 1766 1.004 1.12e-04 0.002506
## 1767 1.002 2.06e-05 0.000746
## 1768 1.004 4.88e-06 0.002431
## 1769 1.003 1.09e-05 0.000848
## 1770 1.003 4.13e-06 0.001187
## 1771 1.012 4.40e-05 0.009626 *
## 1772 1.002 1.69e-05 0.000492
## 1773 1.004 1.01e-05 0.002186
## 1774 1.001 5.87e-04 0.002273
## 1775 1.003 7.75e-05 0.001709
## 1776 1.003 1.03e-06 0.001004
## 1777 0.996 3.65e-04 0.000629
## 1778 1.004 2.38e-04 0.002874
## 1779 1.002 5.28e-05 0.000821
## 1780 1.003 7.98e-05 0.001530
## 1781 1.002 7.59e-05 0.001167
## 1782 1.004 1.42e-04 0.002536
## 1783 1.002 1.03e-04 0.001355
## 1784 1.004 1.64e-04 0.002426
## 1785 1.004 1.09e-05 0.001966
## 1786 1.003 8.60e-06 0.000779
## 1787 1.002 6.35e-05 0.000745
## 1788 1.003 6.13e-06 0.001066
## 1789 1.002 7.77e-05 0.001063
## 1790 1.003 4.69e-06 0.000965
## 1791 1.003 3.13e-05 0.001072
## 1792 1.002 1.06e-04 0.001389
## 1793 1.003 9.70e-06 0.000915
## 1794 1.002 5.74e-05 0.000838
## 1795 1.002 1.06e-06 0.000522
## 1796 0.993 8.14e-04 0.000983 *
## 1797 0.995 4.60e-03 0.004730 *
## 1798 1.002 5.79e-05 0.000952
## 1799 1.006 3.55e-05 0.003683
## 1800 1.003 2.64e-05 0.001146
## 1801 1.004 4.37e-05 0.001967
## 1802 1.002 4.00e-05 0.000966
## 1803 1.002 3.73e-05 0.000862
## 1804 1.003 7.85e-05 0.001712
## 1805 1.003 9.92e-06 0.000802
## 1806 1.003 1.49e-06 0.000825
## 1807 1.002 2.96e-04 0.002093
## 1808 1.003 5.76e-06 0.001062
## 1809 1.002 1.50e-04 0.001361
## 1810 1.002 1.06e-04 0.001120
## 1811 1.003 9.84e-05 0.001554
## 1812 1.001 2.35e-04 0.001431
## 1813 1.007 2.28e-04 0.005616 *
## 1814 1.002 3.72e-08 0.000426
## 1815 1.005 3.31e-05 0.003319
## 1816 1.000 8.58e-04 0.002485
## 1817 1.004 8.76e-05 0.002377
## 1818 1.005 3.55e-05 0.002880
## 1819 1.004 2.10e-05 0.002590
## 1820 1.002 5.98e-04 0.002619
## 1821 1.001 2.57e-04 0.001278
## 1822 1.003 2.52e-05 0.001371
## 1823 1.003 2.35e-04 0.002324
## 1824 1.002 3.30e-05 0.000596
## 1825 1.008 4.49e-05 0.005700 *
## 1826 1.002 8.23e-04 0.003212
## 1827 0.999 8.06e-04 0.002023
## 1828 1.006 5.79e-05 0.003713
## 1829 1.004 3.15e-04 0.003456
## 1830 1.002 8.30e-05 0.000913
## 1831 1.009 4.77e-05 0.006807 *
## 1832 1.002 1.91e-05 0.000691
## 1833 1.001 3.91e-04 0.001553
## 1834 1.005 2.04e-04 0.003273
## 1835 1.002 4.57e-04 0.002204
## 1836 1.003 4.31e-06 0.000730
## 1837 1.004 1.36e-06 0.002042
## 1838 1.003 3.48e-05 0.001164
## 1839 1.004 7.07e-06 0.001702
## 1840 1.005 3.29e-07 0.003016
## 1841 1.003 3.99e-04 0.002453
## 1842 1.004 1.96e-05 0.001720
## 1843 1.004 4.43e-04 0.003691
## 1844 1.005 7.44e-05 0.002844
## 1845 0.999 2.63e-04 0.000907
## 1846 1.011 3.05e-04 0.009319 *
## 1847 1.004 2.55e-05 0.001864
## 1848 0.995 1.15e-03 0.001636
## 1849 1.003 7.14e-05 0.001419
## 1850 1.002 1.41e-04 0.001371
## 1851 1.002 7.62e-07 0.000461
## 1852 1.002 5.41e-05 0.000680
## 1853 1.000 1.09e-03 0.002597
## 1854 1.003 3.98e-06 0.000873
## 1855 1.003 3.16e-05 0.001287
## 1856 0.997 5.15e-04 0.001040
## 1857 1.002 5.43e-05 0.000619
## 1858 0.996 8.75e-04 0.001364
## 1859 0.999 2.61e-04 0.000841
## 1860 1.002 5.43e-05 0.001071
## 1861 1.003 1.10e-05 0.001008
## 1862 1.002 1.75e-06 0.000419
## 1863 1.006 1.83e-04 0.004288
## 1864 1.004 1.50e-05 0.001884
## 1865 1.006 2.04e-05 0.003693
## 1866 0.995 9.05e-04 0.001342
## 1867 1.002 2.35e-06 0.000513
## 1868 0.995 4.92e-03 0.004814 *
## 1869 1.003 2.34e-07 0.000606
## 1870 1.002 4.91e-05 0.000934
## 1871 1.003 1.74e-06 0.000659
## 1872 1.003 6.06e-06 0.000837
## 1873 1.004 1.45e-05 0.002544
## 1874 1.003 3.31e-07 0.000871
## 1875 1.005 6.82e-03 0.010742 *
## 1876 1.003 1.58e-05 0.001248
## 1877 1.002 7.67e-05 0.000866
## 1878 1.002 9.21e-04 0.003122
## 1879 1.003 9.23e-05 0.001545
## 1880 1.000 1.57e-04 0.000700
## 1881 1.004 5.34e-06 0.001572
## 1882 1.000 1.75e-03 0.003484
## 1883 1.002 6.83e-06 0.000590
## 1884 1.004 8.74e-04 0.004540
## 1885 1.004 2.29e-05 0.002070
## 1886 1.002 2.03e-05 0.000582
## 1887 1.005 3.40e-05 0.002696
## 1888 1.004 7.98e-06 0.001796
## 1889 1.005 4.31e-09 0.002770
## 1890 1.003 4.83e-06 0.000961
## 1891 1.002 1.84e-04 0.001270
## 1892 1.005 1.48e-03 0.005886
## 1893 1.003 1.50e-04 0.001889
## 1894 1.004 3.14e-06 0.001666
## 1895 1.003 7.27e-07 0.000544
## 1896 1.003 1.68e-04 0.002346
## 1897 0.992 1.02e-03 0.001072 *
## 1898 1.002 1.30e-03 0.004078
## 1899 1.001 1.66e-04 0.001007
## 1900 1.002 1.10e-04 0.001375
## 1901 0.998 8.88e-04 0.001751
## 1902 1.002 3.54e-04 0.001979
## 1903 1.001 7.14e-05 0.000542
## 1904 0.999 1.53e-03 0.003141
## 1905 1.005 2.33e-05 0.003176
## 1906 1.003 1.50e-04 0.002088
## 1907 1.003 3.32e-06 0.000877
## 1908 1.006 3.91e-06 0.003545
## 1909 1.003 3.54e-05 0.001533
## 1910 1.003 2.38e-05 0.000920
## 1911 1.003 1.61e-04 0.001933
## 1912 1.001 1.52e-04 0.001022
## 1913 1.004 5.06e-05 0.002571
## 1914 0.995 2.11e-03 0.002569
## 1915 1.002 6.97e-05 0.001123
## 1916 1.001 8.78e-04 0.002632
## 1917 1.004 5.22e-06 0.001651
## 1918 1.004 7.43e-04 0.004385
## 1919 1.003 3.49e-07 0.001434
## 1920 0.999 2.17e-04 0.000666
## 1921 1.002 3.47e-04 0.002293
## 1922 1.001 1.22e-03 0.003511
## 1923 0.997 4.29e-04 0.000867
## 1924 1.003 3.86e-05 0.001154
## 1925 1.003 3.27e-05 0.001326
## 1926 1.003 8.77e-05 0.001561
## 1927 1.003 3.71e-05 0.001655
## 1928 1.001 5.84e-05 0.000625
## 1929 1.003 1.12e-03 0.004398
## 1930 1.002 7.12e-06 0.000650
## 1931 1.003 9.86e-06 0.000872
## 1932 1.000 2.91e-04 0.001197
## 1933 1.002 5.87e-05 0.001053
## 1934 1.002 3.32e-05 0.000847
## 1935 1.002 5.51e-06 0.000454
## 1936 1.002 7.93e-05 0.001241
## 1937 1.002 4.80e-05 0.000823
## 1938 1.001 3.82e-04 0.001646
## 1939 1.002 1.86e-03 0.004900
## 1940 1.003 4.23e-05 0.001407
## 1941 1.003 7.37e-06 0.001439
## 1942 0.988 1.22e-02 0.006935 *
## 1943 1.003 3.38e-05 0.001215
## 1944 1.003 1.99e-05 0.001089
## 1945 1.003 1.00e-03 0.003896
## 1946 1.004 2.77e-04 0.003200
## 1947 1.001 8.19e-05 0.000627
## 1948 1.002 5.13e-04 0.002621
## 1949 1.003 9.20e-05 0.001883
## 1950 1.002 1.47e-05 0.000509
## 1951 1.004 3.97e-06 0.001644
## 1952 1.003 2.74e-06 0.001156
## 1953 1.003 8.55e-05 0.001459
## 1954 1.006 1.60e-06 0.003718
## 1955 1.002 2.57e-04 0.001548
## 1956 1.000 1.63e-04 0.000801
## 1957 1.004 2.43e-05 0.002608
## 1958 0.994 9.03e-04 0.001206
## 1959 1.001 2.47e-04 0.001433
## 1960 0.998 5.93e-04 0.001417
## 1961 1.002 7.96e-05 0.000924
## 1962 0.995 3.77e-03 0.003905 *
## 1963 1.002 3.50e-05 0.000730
## 1964 1.003 3.05e-05 0.001382
## 1965 0.993 4.71e-03 0.004120 *
## 1966 0.999 8.20e-04 0.001983
## 1967 1.003 1.03e-04 0.001992
## 1968 1.005 5.18e-05 0.002795
## 1969 0.997 1.03e-03 0.001871
## 1970 1.003 1.29e-06 0.001037
## 1971 1.002 5.36e-05 0.000664
## 1972 1.003 2.30e-05 0.001428
## 1973 0.998 1.09e-03 0.002244
## 1974 1.001 1.37e-04 0.001055
## 1975 1.002 4.65e-05 0.000786
## 1976 1.002 5.54e-05 0.000926
## 1977 1.004 1.00e-04 0.002206
## 1978 1.002 3.45e-05 0.000810
## 1979 1.005 2.04e-04 0.003837
## 1980 1.003 9.98e-05 0.001911
## 1981 1.001 2.98e-04 0.001329
## 1982 1.002 1.05e-05 0.000676
## 1983 1.002 2.12e-05 0.000436
## 1984 1.006 1.33e-03 0.006627 *
## 1985 1.003 5.04e-07 0.000986
## 1986 1.003 1.37e-05 0.000878
## 1987 1.002 1.02e-06 0.000448
## 1988 1.004 3.12e-05 0.001845
## 1989 1.000 4.62e-04 0.001502
## 1990 1.003 1.40e-05 0.001047
## 1991 0.998 2.47e-04 0.000659
## 1992 1.004 8.73e-08 0.002220
## 1993 1.003 8.01e-06 0.001217
## 1994 1.002 3.91e-05 0.000718
## 1995 1.001 1.25e-04 0.000869
## 1996 1.003 3.80e-06 0.001545
## 1997 1.001 9.49e-05 0.000694
## 1998 1.003 3.25e-05 0.001081
## 1999 1.000 4.01e-04 0.001391
## 2000 1.003 2.50e-05 0.001141
## 2001 0.996 3.94e-04 0.000680
## 2002 1.003 5.08e-07 0.000714
## 2003 1.003 8.22e-08 0.000704
## 2004 1.002 4.62e-06 0.000589
## 2005 1.000 3.89e-04 0.001339
## 2006 1.004 9.75e-06 0.001615
## 2007 1.004 1.76e-05 0.002584
## 2008 1.001 1.93e-04 0.000960
## 2009 0.998 1.03e-03 0.002160
## 2010 0.995 4.62e-04 0.000755
## 2011 1.000 2.19e-04 0.000884
## 2012 1.000 2.32e-03 0.004142
## 2013 1.003 1.35e-05 0.001045
## 2014 1.003 3.90e-05 0.001353
## 2015 1.000 1.52e-04 0.000654
## 2016 0.986 3.86e-03 0.002497 *
## 2017 1.002 6.00e-05 0.000829
## 2018 0.996 4.36e-04 0.000791
## 2019 1.000 3.42e-04 0.001357
## 2020 1.002 1.43e-04 0.001135
## 2021 0.997 5.37e-04 0.001042
## 2022 0.997 2.27e-03 0.003197
## 2023 1.004 1.21e-05 0.002231
## 2024 1.005 3.14e-05 0.002751
## 2025 1.003 1.83e-05 0.001369
## 2026 1.004 2.57e-05 0.001707
## 2027 0.990 2.38e-03 0.001976 *
## 2028 1.003 1.31e-06 0.001280
## 2029 0.998 2.34e-04 0.000580
## 2030 1.004 4.99e-05 0.002261
## 2031 1.003 1.04e-05 0.001150
## 2032 1.004 7.47e-05 0.002127
## 2033 1.003 6.82e-06 0.000670
## 2034 1.006 4.56e-05 0.003672
## 2035 1.001 5.53e-04 0.002013
## 2036 0.996 1.46e-03 0.002179
## 2037 1.003 1.24e-07 0.000602
## 2038 1.002 1.67e-04 0.001620
## 2039 1.003 1.34e-05 0.001530
## 2040 0.997 6.16e-04 0.001250
## 2041 1.003 5.79e-05 0.001836
## 2042 1.004 4.66e-07 0.002340
## 2043 1.001 6.23e-04 0.002294
## 2044 1.003 1.13e-04 0.001516
## 2045 1.004 1.27e-05 0.002190
## 2046 0.999 2.26e-04 0.000743
## 2047 0.997 9.74e-04 0.001647
## 2048 0.997 1.71e-03 0.002587
## 2049 1.003 2.04e-05 0.001182
## 2050 1.000 8.67e-04 0.002293
## 2051 0.994 7.78e-04 0.001025 *
## 2052 1.001 9.40e-05 0.000584
## 2053 1.004 1.20e-07 0.001634
## 2054 1.002 1.11e-04 0.001148
## 2055 1.002 4.78e-06 0.000408
## 2056 1.002 1.94e-04 0.001704
## 2057 1.001 1.28e-04 0.000922
## 2058 1.003 5.62e-06 0.001323
## 2059 1.003 5.29e-05 0.001621
## 2060 1.000 6.42e-04 0.001972
## 2061 1.001 1.03e-04 0.000806
## 2062 1.003 2.08e-04 0.002297
## 2063 1.003 5.48e-08 0.001195
## 2064 1.003 8.02e-04 0.003427
## 2065 0.997 8.35e-04 0.001565
## 2066 0.992 7.07e-03 0.005313 *
## 2067 1.002 4.25e-04 0.002175
## 2068 1.002 1.39e-04 0.001469
## 2069 1.001 2.88e-04 0.001280
## 2070 1.003 4.58e-06 0.000736
## 2071 1.000 9.28e-04 0.002502
## 2072 0.997 6.29e-04 0.001170
## 2073 1.004 4.96e-07 0.002172
## 2074 1.001 2.23e-04 0.001280
## 2075 1.003 5.70e-04 0.003113
## 2076 1.000 4.54e-04 0.001481
## 2077 1.007 1.12e-05 0.005237 *
## 2078 1.005 3.80e-06 0.003130
## 2079 0.997 2.29e-03 0.003219
## 2080 0.997 8.38e-04 0.001576
## 2081 1.004 2.53e-06 0.001650
## 2082 0.999 5.94e-04 0.001515
## 2083 1.004 2.15e-04 0.003208
## 2084 1.003 4.10e-05 0.001156
## 2085 1.002 3.20e-05 0.000685
## 2086 1.004 1.06e-04 0.002385
## 2087 1.002 1.23e-03 0.003593
## 2088 1.003 3.25e-07 0.001371
## 2089 1.001 2.94e-04 0.001619
## 2090 1.000 1.33e-03 0.003103
## 2091 1.002 5.00e-05 0.000771
## 2092 1.004 6.03e-05 0.002066
## 2093 1.003 2.31e-06 0.000857
## 2094 1.002 7.97e-05 0.000962
## 2095 1.003 8.07e-05 0.001339
## 2096 1.000 2.14e-04 0.000897
## 2097 1.002 1.27e-05 0.000473
## 2098 1.003 1.49e-04 0.001854
## 2099 1.003 5.82e-05 0.001371
## 2100 1.000 2.09e-04 0.000962
## 2101 1.004 1.04e-04 0.002764
## 2102 1.003 1.78e-05 0.000857
## 2103 1.003 2.16e-05 0.000883
## 2104 1.003 5.98e-07 0.001453
## 2105 1.002 8.04e-05 0.000974
## 2106 1.002 2.92e-04 0.002033
## 2107 1.001 8.65e-04 0.002867
## 2108 1.002 2.60e-05 0.000711
## 2109 1.002 2.09e-06 0.000512
## 2110 1.002 5.17e-05 0.000685
## 2111 0.998 2.12e-04 0.000595
## 2112 1.005 2.49e-04 0.003759
## 2113 1.001 8.05e-05 0.000677
## 2114 1.000 2.25e-04 0.000899
## 2115 1.003 4.09e-05 0.001316
## 2116 1.001 3.30e-04 0.001720
## 2117 1.002 2.42e-04 0.001607
## 2118 1.003 7.18e-07 0.001467
## 2119 1.004 1.50e-05 0.001774
## 2120 1.002 4.06e-05 0.000900
## 2121 1.003 6.45e-06 0.001398
## 2122 1.003 9.58e-06 0.001196
## 2123 1.002 3.49e-04 0.002130
## 2124 1.003 1.76e-05 0.001180
## 2125 1.002 7.07e-05 0.000981
## 2126 1.002 2.35e-07 0.000370
## 2127 1.002 1.04e-04 0.001037
## 2128 1.002 1.89e-05 0.000695
## 2129 1.003 8.31e-07 0.001142
## 2130 1.000 2.74e-04 0.001103
## 2131 1.003 7.08e-06 0.001144
## 2132 1.003 1.33e-05 0.001055
## 2133 1.003 2.18e-06 0.001518
## 2134 1.003 3.07e-05 0.001511
## 2135 0.995 1.14e-03 0.001601
## 2136 1.003 3.96e-06 0.000989
## 2137 1.002 5.39e-05 0.000934
## 2138 1.002 3.28e-05 0.000726
## 2139 1.000 4.82e-04 0.001618
## 2140 1.004 6.86e-05 0.001997
## 2141 1.004 2.95e-06 0.001901
## 2142 1.003 1.12e-07 0.000783
## 2143 1.003 1.26e-05 0.000964
## 2144 1.005 7.95e-09 0.002749
## 2145 1.001 1.56e-04 0.000955
## 2146 1.003 1.73e-05 0.000951
## 2147 1.002 1.68e-04 0.001572
## 2148 1.003 1.21e-04 0.002115
## 2149 1.003 3.83e-06 0.001475
## 2150 1.003 1.08e-05 0.001202
## 2151 1.001 7.23e-05 0.000509
## 2152 1.001 1.51e-04 0.001026
## 2153 1.003 5.64e-05 0.001371
## 2154 1.002 1.43e-04 0.001556
## 2155 1.002 4.89e-04 0.002452
## 2156 1.001 3.40e-04 0.001461
## 2157 0.999 1.47e-03 0.002982
## 2158 1.003 5.88e-06 0.001139
## 2159 1.003 3.66e-06 0.000754
## 2160 1.007 1.23e-03 0.006754 *
## 2161 1.001 1.02e-03 0.003027
## 2162 1.005 2.07e-05 0.003273
## 2163 1.002 2.12e-04 0.001463
## 2164 1.005 7.77e-04 0.004682
## 2165 0.998 4.95e-04 0.001192
## 2166 1.001 8.63e-04 0.002632
## 2167 0.999 7.53e-04 0.001930
## 2168 1.003 2.15e-06 0.001321
## 2169 1.003 1.10e-05 0.001495
## 2170 1.003 1.00e-05 0.001286
## 2171 1.004 1.10e-04 0.002193
## 2172 1.003 2.19e-06 0.000946
## 2173 1.003 5.25e-05 0.001473
## 2174 0.994 1.20e-03 0.001442 *
## 2175 1.002 5.48e-05 0.000995
## 2176 0.990 6.11e-03 0.004431 *
## 2177 1.003 2.11e-06 0.000848
## 2178 0.999 5.81e-04 0.001530
## 2179 1.002 2.66e-05 0.000557
## 2180 1.003 3.56e-04 0.002618
## 2181 1.003 2.73e-05 0.001492
## 2182 1.003 8.44e-07 0.001048
## 2183 1.000 7.78e-04 0.002234
## 2184 1.000 2.49e-04 0.001089
## 2185 1.001 2.21e-04 0.001068
## 2186 1.003 1.41e-06 0.001327
## 2187 1.003 2.89e-05 0.001006
## 2188 1.002 6.32e-05 0.000870
## 2189 1.004 2.21e-03 0.006224 *
## 2190 1.001 3.45e-04 0.001462
## 2191 1.003 5.56e-05 0.001843
## 2192 1.003 1.92e-04 0.001866
## 2193 1.004 7.48e-06 0.001664
## 2194 1.003 2.83e-06 0.000618
## 2195 1.002 1.17e-04 0.001194
## 2196 0.999 5.79e-04 0.001541
## 2197 1.001 2.80e-04 0.001509
## 2198 1.003 5.76e-06 0.001523
## 2199 1.002 9.72e-05 0.001290
## 2200 1.003 4.47e-05 0.001460
## 2201 1.003 2.33e-05 0.000942
## 2202 1.003 2.88e-05 0.000943
## 2203 1.002 6.04e-05 0.000696
## 2204 1.005 5.54e-05 0.002930
## 2205 1.002 2.24e-05 0.000723
## 2206 1.003 8.61e-07 0.000604
## 2207 1.002 6.97e-05 0.001144
## 2208 1.002 1.76e-05 0.000516
## 2209 1.000 3.87e-04 0.001458
## 2210 1.002 8.99e-05 0.001233
## 2211 1.004 6.65e-05 0.002309
## 2212 1.003 4.32e-08 0.001087
## 2213 1.008 1.29e-04 0.005995 *
## 2214 1.003 1.83e-06 0.001018
## 2215 1.003 9.65e-05 0.001368
## 2216 1.004 1.51e-04 0.002424
## 2217 1.003 1.57e-04 0.001961
## 2218 1.005 9.02e-06 0.002718
## 2219 1.003 1.58e-05 0.001056
## 2220 1.002 1.52e-04 0.001576
## 2221 1.002 2.35e-05 0.000645
## 2222 1.002 3.43e-04 0.002044
## 2223 1.004 3.16e-07 0.002172
## 2224 1.003 2.13e-05 0.001271
## 2225 1.003 6.21e-07 0.001020
## 2226 1.003 1.09e-05 0.001046
## 2227 1.003 1.99e-04 0.001847
## 2228 1.003 1.48e-07 0.001203
## 2229 1.000 3.52e-04 0.001355
## 2230 0.998 4.56e-04 0.001101
## 2231 1.003 7.29e-06 0.000658
## 2232 1.001 2.35e-04 0.001224
## 2233 1.003 1.61e-05 0.001624
## 2234 1.004 7.48e-07 0.002083
## 2235 1.001 4.28e-04 0.001892
## 2236 1.002 1.95e-05 0.000734
## 2237 1.000 1.43e-04 0.000667
## 2238 0.997 6.38e-04 0.001266
## 2239 1.006 4.04e-08 0.004008 *
## 2240 1.003 2.20e-05 0.001052
## 2241 1.002 1.55e-05 0.000622
## 2242 1.002 4.43e-05 0.000664
## 2243 1.002 1.26e-04 0.001174
## 2244 1.002 4.88e-05 0.000691
## 2245 1.002 4.38e-06 0.000580
## 2246 1.003 4.10e-06 0.001033
## 2247 1.003 2.58e-06 0.001049
## 2248 1.004 3.10e-07 0.001990
## 2249 1.002 2.95e-05 0.000577
## 2250 1.003 3.75e-05 0.001173
## 2251 1.000 2.97e-04 0.001086
## 2252 1.003 6.08e-06 0.001247
## 2253 1.003 3.48e-05 0.001257
## 2254 1.002 4.46e-04 0.002198
## 2255 0.999 2.85e-04 0.000801
## 2256 1.002 3.87e-05 0.000666
## 2257 1.004 2.06e-05 0.001824
## 2258 1.003 8.26e-08 0.000914
## 2259 1.003 9.64e-06 0.000875
## 2260 1.002 3.27e-05 0.000835
## 2261 1.001 2.56e-04 0.001295
## 2262 1.003 5.84e-05 0.001332
## 2263 1.001 1.68e-04 0.001012
## 2264 1.002 1.44e-04 0.001374
## 2265 1.003 6.72e-05 0.001691
## 2266 1.002 5.32e-05 0.000978
## 2267 0.996 1.73e-03 0.002422
## 2268 1.000 4.82e-04 0.001535
## 2269 1.000 2.25e-04 0.000991
## 2270 0.999 3.82e-04 0.001063
## 2271 1.002 1.45e-04 0.001361
## 2272 1.002 9.36e-05 0.000954
## 2273 1.003 4.28e-06 0.000939
## 2274 1.003 1.69e-05 0.000981
## 2275 1.002 4.54e-05 0.000792
## 2276 0.998 4.91e-04 0.001195
## 2277 1.007 1.63e-06 0.004729 *
## 2278 1.002 8.24e-05 0.001085
## 2279 0.999 2.17e-04 0.000786
## 2280 1.002 3.30e-04 0.001813
## 2281 1.001 1.51e-04 0.000990
## 2282 1.002 3.86e-04 0.002237
## 2283 1.002 3.23e-04 0.001982
## 2284 1.003 1.41e-03 0.004511
## 2285 1.005 1.97e-04 0.003409
## 2286 1.005 2.49e-03 0.007280 *
## 2287 1.009 1.28e-03 0.008543 *
## 2288 1.005 4.28e-05 0.002924
## 2289 1.003 7.39e-06 0.000864
## 2290 1.004 6.36e-04 0.003701
## 2291 1.003 1.23e-05 0.001013
## 2292 1.003 5.27e-05 0.001617
## 2293 1.005 1.97e-04 0.003269
## 2294 1.003 3.55e-05 0.001420
## 2295 1.004 2.13e-04 0.002908
## 2296 1.004 4.40e-04 0.003267
## 2297 1.000 7.67e-04 0.002200
## 2298 1.002 1.45e-04 0.001203
## 2299 0.998 2.60e-04 0.000649
## 2300 1.002 3.10e-05 0.000761
## 2301 1.004 8.43e-05 0.002781
## 2302 1.005 1.78e-05 0.003363
## 2303 1.004 2.53e-04 0.002974
## 2304 1.004 4.07e-06 0.002019
## 2305 1.004 9.42e-04 0.004642
## 2306 1.008 3.16e-04 0.006844 *
## 2307 0.995 3.00e-04 0.000491
## 2308 1.003 4.80e-07 0.001006
## 2309 1.005 9.79e-05 0.003700
## 2310 1.003 3.63e-05 0.001565
## 2311 1.001 4.56e-04 0.001817
## 2312 0.997 4.33e-04 0.000927
## 2313 1.003 2.88e-04 0.002282
## 2314 1.002 1.53e-04 0.001253
## 2315 1.003 5.19e-06 0.001323
## 2316 1.001 1.70e-04 0.000869
## 2317 1.004 2.91e-05 0.002064
## 2318 0.989 1.92e-03 0.001603 *
## 2319 1.004 9.82e-06 0.001687
## 2320 1.003 3.58e-05 0.001611
## 2321 0.999 4.23e-04 0.001196
## 2322 1.001 5.23e-05 0.000469
## 2323 1.002 2.21e-03 0.004878
## 2324 1.002 3.14e-04 0.001993
## 2325 1.002 6.44e-08 0.000450
## 2326 1.001 1.97e-04 0.000984
## 2327 1.003 7.19e-05 0.001613
## 2328 0.991 1.73e-03 0.001587 *
## 2329 0.998 1.56e-04 0.000432
## 2330 1.001 3.08e-04 0.001684
## 2331 1.001 3.01e-04 0.001647
## 2332 1.001 2.79e-05 0.000374
## 2333 1.003 1.39e-05 0.001527
## 2334 1.003 5.38e-05 0.001252
## 2335 1.002 1.37e-04 0.001560
## 2336 1.001 1.14e-04 0.000866
## 2337 1.005 2.08e-04 0.003311
## 2338 0.998 9.93e-04 0.001883
## 2339 1.003 4.89e-06 0.000970
## 2340 1.000 1.86e-04 0.000824
## 2341 0.997 3.15e-04 0.000693
## 2342 1.003 2.87e-06 0.000718
## 2343 1.008 1.19e-04 0.006368 *
## 2344 0.999 2.44e-04 0.000696
## 2345 1.003 9.99e-05 0.001549
## 2346 0.995 9.34e-04 0.001332
## 2347 1.006 2.38e-03 0.007446 *
## 2348 1.003 5.62e-05 0.001222
## 2349 1.002 1.22e-05 0.000630
## 2350 1.004 3.46e-04 0.003106
## 2351 0.995 1.40e-03 0.001815
## 2352 1.002 1.23e-04 0.001058
## 2353 0.987 2.62e-03 0.001861 *
## 2354 1.000 4.57e-04 0.001603
## 2355 1.006 4.99e-04 0.004910
## 2356 1.001 7.37e-05 0.000638
## 2357 1.002 4.10e-04 0.002166
## 2358 1.001 1.05e-04 0.000653
## 2359 1.002 4.60e-05 0.000768
## 2360 1.005 8.15e-04 0.004600
## 2361 1.001 2.01e-04 0.001125
## 2362 1.003 1.01e-04 0.001740
## 2363 1.000 7.48e-04 0.002061
## 2364 1.002 8.48e-05 0.000890
## 2365 0.997 1.32e-03 0.002272
## 2366 1.003 6.62e-06 0.001125
## 2367 1.002 7.23e-05 0.001018
## 2368 1.005 2.90e-04 0.004138
## 2369 1.004 1.57e-05 0.001826
## 2370 1.003 1.51e-04 0.001767
## 2371 1.004 5.26e-05 0.002690
## 2372 1.003 1.37e-05 0.000932
## 2373 1.003 4.81e-05 0.001255
## 2374 1.004 1.77e-05 0.002319
## 2375 1.003 2.76e-05 0.001370
## 2376 1.003 8.02e-05 0.001675
## 2377 1.003 1.61e-05 0.001418
## 2378 1.003 3.59e-05 0.001339
## 2379 1.003 1.34e-09 0.000936
## 2380 1.005 2.82e-05 0.003273
## 2381 1.003 1.20e-05 0.000766
## 2382 1.004 7.95e-05 0.002194
## 2383 1.005 4.03e-04 0.004313
## 2384 1.003 1.90e-05 0.001334
## 2385 1.007 1.28e-04 0.005204 *
## 2386 0.994 4.95e-04 0.000697
## 2387 1.006 2.17e-04 0.004313
## 2388 1.002 1.58e-05 0.000676
## 2389 1.003 4.20e-06 0.000782
## 2390 1.003 5.51e-06 0.001168
## 2391 1.003 7.82e-05 0.001621
## 2392 1.003 7.91e-05 0.001764
## 2393 1.002 1.90e-05 0.000704
## 2394 0.998 2.14e-04 0.000576
## 2395 1.005 1.88e-03 0.006423 *
## 2396 1.003 7.35e-05 0.001468
## 2397 1.001 2.65e-04 0.001353
## 2398 1.002 1.61e-04 0.001183
## 2399 1.001 3.42e-04 0.001633
## 2400 1.003 1.12e-07 0.001389
## 2401 1.003 1.85e-07 0.001235
## 2402 1.004 1.61e-05 0.002197
## 2403 0.999 3.21e-04 0.000989
## 2404 0.999 6.38e-04 0.001702
## 2405 1.003 3.52e-04 0.002378
## 2406 1.005 3.61e-05 0.002770
## 2407 1.004 5.59e-04 0.003783
## 2408 1.003 6.60e-04 0.003324
## 2409 1.000 1.61e-04 0.000770
## 2410 1.005 4.80e-06 0.003131
## 2411 1.003 1.88e-04 0.001964
## 2412 1.001 5.02e-04 0.001965
## 2413 1.003 1.14e-05 0.001335
## 2414 1.005 4.52e-05 0.002980
## 2415 1.001 2.47e-04 0.001435
## 2416 1.005 8.26e-05 0.003721
## 2417 1.004 1.50e-04 0.002443
## 2418 0.999 8.97e-04 0.002137
## 2419 1.002 4.28e-04 0.002326
## 2420 1.000 6.37e-04 0.001880
## 2421 1.010 1.20e-05 0.008108 *
## 2422 1.002 2.18e-04 0.001388
## 2423 1.005 1.22e-03 0.005834
## 2424 1.000 4.29e-04 0.001345
## 2425 1.004 2.96e-05 0.002004
## 2426 0.998 2.02e-03 0.003419
## 2427 0.994 8.36e-04 0.001069 *
## 2428 1.000 3.12e-04 0.001168
## 2429 1.002 1.13e-05 0.000444
## 2430 1.003 4.98e-05 0.001382
## 2431 1.003 6.62e-06 0.001528
## 2432 1.003 1.42e-05 0.000958
## 2433 1.002 1.67e-04 0.001587
## 2434 0.998 3.96e-04 0.000879
## 2435 1.003 2.99e-05 0.001544
## 2436 0.999 6.67e-04 0.001780
## 2437 1.003 2.94e-05 0.001120
## 2438 1.000 1.92e-04 0.000765
## 2439 0.997 1.07e-03 0.001957
## 2440 0.994 2.31e-03 0.002604
## 2441 1.002 1.73e-05 0.000615
## 2442 1.000 8.87e-04 0.002447
## 2443 1.002 6.76e-05 0.000976
## 2444 0.987 8.05e-03 0.004779 *
## 2445 1.003 2.84e-05 0.001381
## 2446 1.003 4.91e-05 0.001620
## 2447 1.003 3.69e-04 0.002376
## 2448 1.002 1.03e-04 0.001239
## 2449 1.002 1.03e-04 0.001212
## 2450 1.003 1.31e-04 0.002026
## 2451 1.002 8.10e-05 0.000854
## 2452 1.009 1.39e-04 0.006735 *
## 2453 1.002 7.35e-04 0.002883
## 2454 1.003 1.06e-05 0.001013
## 2455 1.004 1.25e-04 0.002382
## 2456 1.003 9.37e-06 0.001163
## 2457 1.001 1.22e-04 0.000844
## 2458 1.005 3.39e-04 0.004336
## 2459 1.004 1.11e-04 0.002140
## 2460 1.004 9.16e-05 0.002667
## 2461 1.002 1.55e-04 0.001425
## 2462 1.004 6.13e-06 0.001657
## 2463 1.003 4.77e-07 0.001399
## 2464 1.000 5.18e-04 0.001574
## 2465 1.001 2.31e-04 0.001268
## 2466 1.003 1.93e-05 0.001484
## 2467 1.004 9.59e-05 0.002794
## 2468 1.003 2.42e-05 0.001093
## 2469 1.003 3.35e-06 0.000846
## 2470 1.002 1.16e-04 0.000965
## 2471 1.001 1.17e-04 0.000777
## 2472 1.002 9.23e-05 0.001128
## 2473 1.003 6.12e-06 0.000759
## 2474 1.003 7.62e-05 0.001566
## 2475 1.006 1.78e-04 0.004481 *
## 2476 1.000 3.08e-04 0.001057
## 2477 1.003 1.69e-04 0.002038
## 2478 1.004 1.12e-05 0.001723
## 2479 1.002 1.52e-06 0.000454
## 2480 0.996 6.53e-04 0.001076
## 2481 1.001 6.79e-04 0.002260
## 2482 1.000 2.92e-04 0.001239
## 2483 1.003 4.33e-06 0.001410
## 2484 1.004 5.74e-05 0.002527
## 2485 1.000 2.52e-04 0.000960
## 2486 1.003 2.29e-05 0.001637
## 2487 1.003 4.39e-06 0.001426
## 2488 1.003 4.35e-07 0.000887
## 2489 1.001 1.67e-04 0.001092
## 2490 1.003 1.01e-06 0.000763
## 2491 1.003 1.08e-05 0.001289
## 2492 1.002 6.12e-04 0.002574
## 2493 1.001 1.56e-04 0.000857
## 2494 1.003 2.86e-05 0.001066
## 2495 1.001 1.45e-04 0.000897
## 2496 1.003 3.18e-05 0.001162
## 2497 1.003 2.77e-05 0.000968
## 2498 1.001 7.71e-05 0.000559
## 2499 1.002 9.68e-05 0.001012
## 2500 1.001 3.08e-04 0.001406
## 2501 0.994 6.45e-04 0.000836 *
## 2502 1.003 1.72e-05 0.000784
## 2503 1.003 8.98e-05 0.001694
## 2504 1.002 3.83e-05 0.000951
## 2505 1.004 6.30e-08 0.001823
## 2506 1.000 1.65e-04 0.000635
## 2507 1.003 1.23e-07 0.001261
## 2508 1.002 7.81e-05 0.000897
## 2509 1.002 6.06e-05 0.000870
## 2510 1.005 3.27e-05 0.002944
## 2511 1.003 2.26e-04 0.001947
## 2512 1.003 1.47e-05 0.000914
## 2513 1.003 8.38e-07 0.000837
## 2514 1.003 1.10e-06 0.000874
## 2515 1.001 2.53e-04 0.001275
## 2516 1.003 4.95e-05 0.001227
## 2517 1.002 6.47e-05 0.000780
## 2518 1.004 1.55e-04 0.002905
## 2519 1.003 5.47e-05 0.001150
## 2520 1.003 3.33e-05 0.001088
## 2521 1.002 5.23e-05 0.000726
## 2522 1.001 1.74e-04 0.001211
## 2523 1.003 1.90e-04 0.002026
## 2524 1.003 1.11e-04 0.001731
## 2525 0.997 4.55e-04 0.000900
## 2526 0.995 8.23e-04 0.001213
## 2527 1.003 3.10e-05 0.001434
## 2528 1.004 1.11e-06 0.002174
## 2529 1.003 1.12e-05 0.000821
## 2530 1.004 6.13e-05 0.002647
## 2531 1.002 9.64e-05 0.001344
## 2532 0.993 1.33e-03 0.001461 *
## 2533 1.003 1.26e-07 0.001474
## 2534 1.003 3.97e-05 0.001481
## 2535 1.001 2.29e-04 0.001128
## 2536 1.005 1.15e-04 0.003073
## 2537 1.003 1.91e-08 0.000592
## 2538 1.001 3.56e-04 0.001807
## 2539 1.003 5.51e-05 0.001163
## 2540 1.007 2.39e-03 0.008013 *
## 2541 0.999 2.42e-03 0.004025
## 2542 1.003 1.14e-04 0.001752
## 2543 1.004 7.64e-05 0.002681
## 2544 1.003 1.42e-04 0.001609
## 2545 1.003 7.29e-04 0.003229
## 2546 1.002 3.30e-03 0.006390 *
## 2547 1.003 7.29e-06 0.000821
## 2548 1.005 1.60e-05 0.002698
## 2549 0.990 8.62e-03 0.005736 *
## 2550 1.003 1.78e-04 0.001878
## 2551 1.003 5.99e-06 0.001391
## 2552 0.999 4.44e-04 0.001190
## 2553 1.005 4.95e-05 0.002804
## 2554 1.001 1.22e-03 0.003377
## 2555 1.003 1.53e-05 0.001327
## 2556 1.003 2.59e-06 0.000899
## 2557 1.001 1.42e-03 0.003591
## 2558 1.001 1.34e-04 0.000882
## 2559 1.005 2.62e-05 0.002722
## 2560 1.006 4.01e-04 0.005135 *
## 2561 1.003 1.32e-04 0.001870
## 2562 1.004 9.52e-07 0.001792
## 2563 0.990 2.92e-03 0.002441 *
## 2564 0.997 3.54e-03 0.004563 *
## 2565 1.003 1.20e-03 0.004101
## 2566 1.005 2.30e-05 0.003210
## 2567 1.004 9.70e-04 0.004694
## 2568 1.003 2.65e-04 0.002133
## 2569 1.005 7.22e-05 0.003688
## 2570 1.004 6.39e-08 0.001657
## 2571 1.002 6.08e-05 0.000887
## 2572 1.001 1.03e-04 0.000873
## 2573 1.010 9.97e-04 0.009015 *
## 2574 1.004 3.17e-05 0.001767
## 2575 1.003 1.20e-04 0.001551
## 2576 1.005 2.55e-04 0.004144
## 2577 1.003 7.53e-05 0.001331
## 2578 1.003 3.75e-05 0.001369
## 2579 1.005 1.88e-03 0.006282 *
## 2580 1.000 1.20e-03 0.003043
## 2581 1.003 5.50e-04 0.003243
## 2582 1.005 1.40e-05 0.002838
## 2583 1.004 2.04e-06 0.001665
## 2584 1.003 8.83e-05 0.002010
## 2585 1.003 2.45e-04 0.002225
## 2586 1.003 9.23e-07 0.001061
## 2587 1.002 1.07e-03 0.003410
## 2588 1.003 8.46e-06 0.001282
## 2589 1.002 4.00e-04 0.002443
## 2590 0.992 2.67e-03 0.002521 *
## 2591 1.004 3.94e-05 0.001894
## 2592 1.005 5.31e-08 0.002514
## 2593 0.994 8.60e-04 0.001142
## 2594 1.007 8.99e-03 0.013202 *
## 2595 1.003 5.93e-05 0.001432
## 2596 0.994 3.59e-03 0.003584 *
## 2597 1.002 4.05e-04 0.002166
## 2598 0.995 6.80e-03 0.005993 *
## 2599 1.004 6.13e-05 0.001992
## 2600 0.987 8.24e-03 0.004846 *
## 2601 1.004 6.61e-05 0.001973
## 2602 1.001 8.97e-04 0.002608
## 2603 1.003 4.09e-05 0.001196
## 2604 1.003 2.82e-07 0.001097
## 2605 1.000 1.97e-04 0.000812
## 2606 1.003 2.98e-04 0.002175
## 2607 1.004 5.51e-05 0.002074
## 2608 1.004 5.48e-05 0.001963
## 2609 1.002 5.19e-05 0.001023
## 2610 0.999 2.33e-04 0.000760
## 2611 1.006 5.23e-04 0.004960
## 2612 1.003 1.85e-07 0.001031
## 2613 1.002 5.38e-05 0.000880
## 2614 1.003 1.30e-04 0.002074
## 2615 1.003 7.36e-05 0.001665
## 2616 1.003 5.16e-05 0.001731
## 2617 1.003 7.20e-04 0.003661
## 2618 1.009 1.61e-03 0.008666 *
## 2619 1.002 1.01e-04 0.001129
## 2620 0.999 2.86e-04 0.000960
## 2621 1.003 1.42e-05 0.000872
## 2622 1.003 3.48e-06 0.000860
## 2623 1.003 2.89e-06 0.000986
## 2624 1.002 2.17e-04 0.001638
## 2625 1.002 4.90e-05 0.000870
## 2626 0.991 6.94e-03 0.005057 *
## 2627 1.000 3.99e-04 0.001549
## 2628 1.003 4.87e-05 0.001509
## 2629 1.006 7.13e-07 0.003861
## 2630 1.004 4.08e-07 0.001981
## 2631 1.002 1.50e-04 0.001566
## 2632 1.003 5.68e-05 0.001867
## 2633 1.003 3.23e-04 0.002251
## 2634 1.003 2.13e-06 0.000794
## 2635 1.003 9.05e-07 0.000812
## 2636 1.000 1.12e-03 0.002958
## 2637 0.985 1.12e-03 0.000727 *
## 2638 1.003 4.26e-05 0.001150
## 2639 1.004 1.88e-04 0.002765
## 2640 1.005 1.43e-04 0.003291
## 2641 1.003 6.49e-06 0.001393
## 2642 0.992 4.84e-03 0.004072 *
## 2643 1.005 5.66e-04 0.004405
## 2644 1.003 1.21e-07 0.001217
## 2645 1.004 1.91e-05 0.002293
## 2646 0.963 8.58e-03 0.002433 *
## 2647 1.002 1.77e-04 0.001399
## 2648 1.001 2.65e-04 0.001247
## 2649 1.004 5.61e-09 0.002446
## 2650 1.003 6.91e-07 0.001237
## 2651 1.003 3.07e-05 0.001330
## 2652 1.006 2.63e-05 0.003643
## 2653 1.003 3.42e-06 0.001099
## 2654 1.003 9.64e-07 0.001027
## 2655 0.999 1.13e-03 0.002531
## 2656 1.003 4.08e-05 0.001679
## 2657 1.002 5.14e-04 0.002281
## 2658 1.005 2.65e-04 0.003645
## 2659 0.972 8.29e-03 0.002965 *
## 2660 1.006 9.89e-05 0.004568 *
## 2661 0.993 1.10e-03 0.001233 *
## 2662 1.003 5.12e-05 0.001253
## 2663 1.003 1.31e-04 0.001781
## 2664 1.002 6.12e-05 0.000707
## 2665 1.004 2.19e-04 0.002678
## 2666 1.004 1.42e-05 0.002272
## 2667 1.004 1.60e-04 0.002465
## 2668 1.002 2.16e-04 0.001455
## 2669 0.995 2.83e-03 0.003259
## 2670 0.997 8.41e-04 0.001508
## 2671 1.009 2.25e-04 0.007508 *
## 2672 1.005 3.50e-05 0.003179
## 2673 0.998 9.66e-04 0.001985
## 2674 0.997 1.02e-02 0.008782 *
## 2675 1.003 7.83e-06 0.001325
## 2676 1.003 4.90e-07 0.001338
## 2677 1.005 9.54e-06 0.002879
## 2678 1.004 1.36e-06 0.001605
## 2679 1.003 1.02e-05 0.001308
## 2680 1.011 1.23e-04 0.008784 *
## 2681 1.003 4.09e-07 0.001490
## 2682 1.007 5.86e-03 0.010945 *
## 2683 1.003 1.13e-06 0.001179
## 2684 1.015 3.05e-03 0.015494 *
## 2685 1.003 1.67e-05 0.000785
## 2686 1.003 1.70e-03 0.004917
## 2687 1.002 4.41e-05 0.000529
## 2688 1.005 6.71e-07 0.003092
## 2689 1.005 4.92e-04 0.004422
## 2690 1.004 1.14e-04 0.002403
## 2691 1.003 1.47e-05 0.001115
## 2692 1.003 9.92e-06 0.001158
## 2693 1.002 1.79e-05 0.000725
## 2694 1.001 9.43e-05 0.000621
## 2695 1.007 5.35e-04 0.006036 *
## 2696 0.998 3.60e-03 0.004650 *
## 2697 1.002 2.32e-04 0.001736
## 2698 1.003 4.40e-06 0.000849
## 2699 1.016 2.63e-04 0.014144 *
## 2700 1.003 2.15e-04 0.001896
## 2701 1.004 8.10e-06 0.002511
## 2702 1.002 3.66e-05 0.000596
## 2703 1.002 9.59e-05 0.001094
## 2704 1.003 3.81e-06 0.000967
## 2705 1.004 4.68e-05 0.002519
## 2706 1.008 5.00e-04 0.006648 *
## 2707 1.004 2.35e-06 0.001572
## 2708 1.002 3.29e-05 0.000531
## 2709 1.003 4.06e-07 0.001050
## 2710 1.001 5.61e-04 0.002237
## 2711 1.010 5.18e-04 0.008525 *
## 2712 1.007 2.04e-07 0.005237 *
## 2713 1.002 2.44e-05 0.000832
## 2714 0.977 3.12e-02 0.010308 *
## 2715 1.003 2.59e-05 0.001127
## 2716 1.002 4.62e-03 0.007253 *
## 2717 1.003 2.63e-06 0.001301
## 2718 0.999 1.96e-03 0.003671
## 2719 1.001 3.38e-04 0.001714
## 2720 1.003 2.26e-04 0.001998
## 2721 1.000 8.06e-04 0.002266
## 2722 1.003 4.46e-06 0.001338
## 2723 0.999 2.69e-04 0.000810
## 2724 1.000 3.54e-04 0.001257
## 2725 1.003 2.22e-05 0.001565
## 2726 0.984 6.65e-03 0.003563 *
## 2727 0.983 4.86e-03 0.002640 *
## 2728 1.003 1.72e-06 0.001159
## 2729 1.010 3.97e-04 0.008903 *
## 2730 1.003 7.28e-04 0.003369
## 2731 1.001 2.98e-04 0.001645
## 2732 0.999 1.91e-03 0.003540
## 2733 1.006 2.38e-06 0.003984 *
## 2734 1.006 3.48e-03 0.008587 *
## 2735 1.003 5.14e-06 0.001505
## 2736 1.000 1.01e-03 0.002720
## 2737 1.005 8.90e-05 0.002915
## 2738 1.004 1.22e-04 0.002812
## 2739 1.003 1.01e-05 0.000789
## 2740 1.006 1.51e-05 0.004020 *
## 2741 0.994 3.54e-03 0.003694 *
## 2742 1.003 7.74e-05 0.001326
## 2743 1.004 2.72e-07 0.002021
## 2744 1.005 3.62e-03 0.008206 *
## 2745 1.004 1.49e-05 0.001785
## 2746 1.001 6.60e-04 0.002479
## 2747 1.004 7.00e-04 0.004285
## 2748 1.004 3.09e-05 0.001892
## 2749 0.995 2.12e-03 0.002623
## 2750 1.003 1.16e-05 0.001436
## 2751 1.003 8.29e-05 0.001427
## 2752 1.002 2.07e-06 0.000516
## 2753 1.003 1.42e-05 0.001133
## 2754 0.997 3.41e-04 0.000767
## 2755 1.002 1.61e-05 0.000639
## 2756 1.003 8.21e-06 0.000775
## 2757 0.998 1.14e-03 0.002186
## 2758 1.003 8.04e-06 0.000760
## 2759 1.000 5.19e-04 0.001771
## 2760 1.004 1.91e-05 0.002151
## 2761 1.004 1.65e-04 0.002647
## 2762 1.003 2.57e-06 0.000601
## 2763 1.002 5.13e-05 0.000754
## 2764 1.004 1.79e-05 0.002441
## 2765 1.001 1.50e-04 0.000884
## 2766 1.002 2.61e-04 0.001672
## 2767 1.002 1.10e-04 0.001072
## 2768 1.002 4.01e-07 0.000419
## 2769 1.003 4.05e-05 0.001059
## 2770 1.003 4.51e-05 0.001263
## 2771 0.999 5.44e-04 0.001544
## 2772 1.001 1.91e-04 0.001133
## 2773 1.003 1.88e-04 0.002060
## 2774 1.003 8.19e-06 0.001476
## 2775 1.006 6.94e-04 0.005542 *
## 2776 1.004 2.09e-04 0.002837
## 2777 1.003 7.37e-04 0.003789
## 2778 1.003 2.33e-05 0.001668
## 2779 1.003 2.96e-05 0.001429
## 2780 1.001 2.79e-04 0.001377
## 2781 1.004 1.62e-05 0.002338
## 2782 1.000 3.24e-04 0.001192
## 2783 1.007 8.03e-04 0.006088 *
## 2784 1.003 1.93e-05 0.001050
## 2785 1.019 4.13e-05 0.016413 *
## 2786 1.002 1.45e-04 0.001539
## 2787 1.002 1.36e-04 0.001523
## 2788 0.998 6.07e-04 0.001402
## 2789 0.996 7.74e-04 0.001223
## 2790 1.012 5.10e-07 0.010111 *
## 2791 1.004 1.16e-04 0.002682
## 2792 1.003 1.24e-05 0.001553
## 2793 1.004 4.68e-06 0.001860
## 2794 1.004 1.53e-04 0.002445
## 2795 1.002 5.45e-05 0.000923
## 2796 1.003 6.98e-04 0.003312
## 2797 1.003 1.58e-04 0.002165
## 2798 1.003 6.41e-05 0.001315
## 2799 1.004 8.79e-05 0.002450
## 2800 1.003 1.68e-04 0.002223
## 2801 1.004 2.70e-05 0.002205
## 2802 0.999 4.80e-04 0.001415
## 2803 1.008 7.86e-04 0.007328 *
## 2804 1.003 2.16e-04 0.002438
## 2805 1.003 8.22e-04 0.003483
## 2806 1.004 1.81e-05 0.001694
## 2807 1.003 1.73e-04 0.001745
## 2808 1.004 1.33e-04 0.002903
## 2809 0.991 1.99e-03 0.001818 *
## 2810 0.995 8.84e-04 0.001323
## 2811 0.998 3.67e-03 0.004742 *
## 2812 1.000 7.44e-04 0.002018
## 2813 1.003 1.80e-05 0.001312
## 2814 1.003 2.76e-03 0.006027 *
## 2815 1.000 1.82e-04 0.000832
## 2816 1.003 1.17e-04 0.001510
## 2817 1.002 3.36e-05 0.000843
## 2818 1.003 6.41e-06 0.000849
## 2819 0.995 8.55e-04 0.001253
## 2820 1.004 6.91e-05 0.002008
## 2821 1.002 8.53e-05 0.001250
## 2822 0.994 2.18e-03 0.002463 *
## 2823 1.005 4.46e-06 0.002848
## 2824 1.002 7.30e-04 0.002843
## 2825 0.998 7.22e-04 0.001659
## 2826 1.011 3.12e-03 0.012255 *
## 2827 1.005 8.89e-07 0.003439
## 2828 1.003 2.43e-05 0.001140
## 2829 1.004 4.07e-05 0.002250
## 2830 1.002 4.33e-05 0.001002
## 2831 1.002 1.38e-04 0.001383
## 2832 1.003 1.40e-05 0.000953
## 2833 1.002 8.55e-06 0.000617
## 2834 1.002 4.53e-04 0.002542
## 2835 0.999 8.06e-04 0.001899
## 2836 1.002 3.24e-05 0.000624
## 2837 1.003 7.48e-08 0.000864
## 2838 1.002 6.78e-05 0.001151
## 2839 1.002 2.46e-04 0.001794
## 2840 1.002 3.14e-05 0.000897
## 2841 1.003 7.94e-05 0.001268
## 2842 0.994 1.16e-03 0.001414 *
## 2843 1.004 2.95e-06 0.002442
## 2844 1.003 7.46e-05 0.001602
## 2845 1.002 5.65e-04 0.002806
## 2846 1.002 1.33e-04 0.001439
## 2847 1.002 8.26e-06 0.000505
## 2848 1.003 1.59e-08 0.000726
## 2849 1.002 1.83e-05 0.000633
## 2850 1.003 5.54e-06 0.001097
## 2851 0.999 4.47e-04 0.001149
## 2852 1.003 2.00e-05 0.001022
## 2853 1.003 1.16e-04 0.001899
## 2854 1.003 1.15e-07 0.000762
## 2855 1.004 1.28e-04 0.002392
## 2856 1.004 5.40e-07 0.001540
## 2857 1.004 1.77e-05 0.002074
## 2858 0.996 1.18e-03 0.001820
## 2859 1.004 4.77e-05 0.001996
## 2860 1.007 4.04e-05 0.004780 *
## 2861 1.003 5.40e-05 0.001333
## 2862 1.003 2.22e-05 0.000850
## 2863 1.003 1.20e-05 0.000740
## 2864 1.006 4.02e-04 0.005314 *
## 2865 1.003 4.28e-05 0.001061
## 2866 1.003 3.09e-05 0.001121
## 2867 1.003 1.31e-06 0.001452
## 2868 1.003 4.22e-06 0.000727
## 2869 1.002 1.02e-04 0.000908
## 2870 1.004 1.97e-05 0.001675
## 2871 1.003 1.10e-06 0.000962
## 2872 1.004 1.62e-05 0.002015
## 2873 1.003 3.25e-05 0.000947
## 2874 1.005 2.27e-05 0.002697
## 2875 1.003 2.06e-05 0.001527
## 2876 1.002 2.22e-04 0.001565
## 2877 1.003 4.86e-05 0.001344
## 2878 1.002 2.65e-04 0.001715
## 2879 1.003 7.12e-09 0.001018
## 2880 1.005 1.13e-05 0.002877
## 2881 1.002 3.31e-04 0.002100
## 2882 1.005 5.52e-04 0.004431
## 2883 1.004 3.43e-06 0.002045
## 2884 1.003 6.96e-06 0.001215
## 2885 1.003 2.74e-05 0.000962
## 2886 1.003 1.01e-04 0.001825
## 2887 1.001 1.59e-04 0.001053
## 2888 1.004 4.72e-06 0.001954
## 2889 1.000 2.30e-04 0.000954
## 2890 1.000 2.98e-04 0.001188
## 2891 1.003 1.65e-06 0.001411
## 2892 1.003 1.12e-04 0.001707
## 2893 1.003 1.05e-04 0.001423
## 2894 1.003 2.03e-06 0.000585
## 2895 1.003 3.61e-06 0.001336
## 2896 1.003 4.27e-06 0.000982
## 2897 1.003 5.57e-05 0.001548
## 2898 1.001 1.58e-04 0.000848
## 2899 1.003 6.47e-05 0.001629
## 2900 1.003 2.03e-05 0.001224
## 2901 1.003 1.07e-05 0.001489
## 2902 1.003 6.82e-04 0.003110
## 2903 1.004 2.27e-04 0.003270
## 2904 1.003 4.06e-05 0.001028
## 2905 1.003 1.48e-05 0.001302
## 2906 1.002 9.78e-06 0.000512
## 2907 1.003 1.05e-05 0.000921
## 2908 1.004 1.63e-04 0.002477
## 2909 1.004 2.70e-05 0.001799
## 2910 0.998 3.98e-04 0.000928
## 2911 1.002 2.25e-04 0.001902
## 2912 1.002 1.02e-04 0.001033
## 2913 1.001 1.61e-04 0.000871
## 2914 1.004 7.75e-05 0.002673
## 2915 1.002 1.19e-04 0.001344
## 2916 1.003 1.38e-04 0.001983
## 2917 1.003 1.54e-06 0.001241
## 2918 1.003 4.88e-06 0.000996
## 2919 1.003 6.81e-06 0.001049
## 2920 1.001 3.20e-04 0.001529
## 2921 1.003 1.43e-05 0.000907
## 2922 0.999 7.40e-04 0.001723
## 2923 1.003 1.21e-05 0.001530
## 2924 1.003 6.51e-05 0.001834
## 2925 1.001 1.17e-04 0.000860
## 2926 1.003 2.23e-05 0.001170
## 2927 1.003 9.31e-07 0.001514
## 2928 1.002 2.25e-04 0.001789
## 2929 1.003 2.54e-06 0.000594
## 2930 1.001 1.63e-04 0.000847
## 2931 1.003 7.30e-06 0.001272
## 2932 1.003 5.22e-05 0.001664
## 2933 0.994 1.72e-03 0.002097
## 2934 1.001 9.68e-05 0.000773
## 2935 1.004 3.51e-06 0.002161
## 2936 1.003 8.74e-05 0.001462
## 2937 1.002 8.01e-05 0.000859
## 2938 1.003 5.50e-06 0.001021
## 2939 1.002 1.05e-04 0.000981
## 2940 1.003 3.71e-05 0.001490
## 2941 1.003 6.81e-07 0.001302
## 2942 1.001 2.86e-04 0.001408
## 2943 1.002 4.17e-05 0.000802
## 2944 1.003 2.18e-05 0.001288
## 2945 1.004 2.25e-05 0.001878
## 2946 1.003 9.84e-05 0.001411
## 2947 1.002 1.01e-05 0.000553
## 2948 0.999 8.34e-04 0.001997
## 2949 1.003 1.37e-05 0.000985
## 2950 1.003 3.30e-06 0.001116
## 2951 1.003 3.54e-05 0.000972
## 2952 0.999 3.40e-04 0.000938
## 2953 1.002 2.15e-04 0.001865
## 2954 1.002 1.74e-04 0.001219
## 2955 1.003 9.82e-06 0.001495
## 2956 1.003 6.52e-07 0.000949
## 2957 1.002 1.90e-04 0.001419
## 2958 1.003 6.86e-07 0.000579
## 2959 1.002 1.19e-04 0.001193
## 2960 1.004 3.10e-05 0.002064
## 2961 1.003 5.42e-05 0.001211
## 2962 1.003 8.27e-10 0.001350
## 2963 1.003 3.06e-06 0.000868
## 2964 1.002 2.69e-04 0.001929
## 2965 0.998 4.79e-04 0.001075
## 2966 1.000 7.90e-04 0.002150
## 2967 1.004 3.19e-05 0.001761
## 2968 1.004 2.64e-05 0.002234
## 2969 1.002 1.63e-05 0.000668
## 2970 1.003 3.46e-06 0.001109
## 2971 1.006 1.96e-06 0.004367 *
## 2972 1.001 1.19e-04 0.000810
## 2973 1.002 9.14e-05 0.001228
## 2974 0.998 7.30e-04 0.001485
## 2975 1.002 7.44e-05 0.000824
## 2976 1.003 2.87e-05 0.001376
## 2977 0.997 7.07e-04 0.001354
## 2978 1.002 3.47e-05 0.000646
## 2979 1.002 2.02e-04 0.001468
## 2980 1.002 4.39e-05 0.000962
## 2981 1.002 5.09e-05 0.000722
## 2982 1.003 2.40e-05 0.000911
## 2983 1.003 2.13e-06 0.000711
## 2984 1.001 2.04e-04 0.001064
## 2985 0.996 8.53e-04 0.001312
## 2986 1.000 2.25e-04 0.001002
## 2987 1.000 3.84e-04 0.001404
## 2988 0.993 4.58e-04 0.000557 *
## 2989 1.003 2.16e-05 0.000880
## 2990 1.003 8.12e-06 0.001380
## 2991 1.003 6.23e-06 0.001192
## 2992 1.003 2.75e-05 0.001145
## 2993 1.002 8.22e-05 0.001031
## 2994 1.003 7.79e-05 0.001297
## 2995 0.999 1.88e-04 0.000585
## 2996 1.001 7.55e-04 0.002553
## 2997 1.003 3.66e-06 0.000926
## 2998 1.003 1.97e-06 0.000932
## 2999 1.003 1.31e-06 0.000986
## 3000 1.003 6.84e-06 0.000832
## 3001 1.003 8.42e-05 0.001315
## 3002 1.000 3.13e-04 0.001124
## 3003 1.002 1.08e-04 0.001417
## 3004 1.008 1.58e-06 0.006390 *
## 3005 1.002 1.09e-04 0.001223
## 3006 1.003 4.59e-06 0.001145
## 3007 1.003 2.91e-08 0.000750
## 3008 1.003 5.28e-06 0.000814
## 3009 1.002 7.64e-05 0.000935
## 3010 1.004 1.25e-05 0.001669
## 3011 1.002 1.14e-04 0.001054
## 3012 1.001 2.20e-04 0.001341
## 3013 1.001 6.37e-05 0.000515
## 3014 1.003 4.04e-06 0.001071
## 3015 1.001 2.30e-04 0.001307
## 3016 1.003 1.89e-06 0.000777
## 3017 0.994 7.63e-04 0.001020
## 3018 1.001 9.06e-05 0.000742
## 3019 1.001 3.69e-05 0.000442
## 3020 1.003 1.07e-05 0.000726
## 3021 1.003 9.84e-08 0.000816
## 3022 1.001 2.71e-04 0.001286
## 3023 1.003 1.37e-06 0.000554
## 3024 1.003 9.15e-05 0.001832
## 3025 1.003 6.98e-06 0.000970
## 3026 1.002 3.79e-05 0.000771
## 3027 1.003 4.85e-05 0.001146
## 3028 1.002 8.34e-05 0.000812
## 3029 1.003 1.41e-04 0.001777
## 3030 1.005 1.63e-06 0.002834
## 3031 1.003 6.64e-06 0.001384
## 3032 1.003 1.13e-06 0.001004
## 3033 1.002 1.52e-05 0.000642
## 3034 0.994 1.18e-03 0.001462 *
## 3035 1.002 5.94e-06 0.000410
## 3036 0.992 1.10e-03 0.001129 *
## 3037 1.002 1.67e-05 0.000712
## 3038 1.001 1.42e-04 0.000975
## 3039 1.008 1.00e-05 0.005547 *
## 3040 0.996 9.72e-04 0.001481
## 3041 0.997 3.86e-04 0.000798
## 3042 1.003 1.06e-04 0.001889
## 3043 1.001 1.33e-04 0.000798
## 3044 0.999 4.44e-04 0.001197
## 3045 1.000 1.06e-04 0.000457
## 3046 1.003 7.13e-07 0.000675
## 3047 0.997 9.52e-04 0.001628# Look at the Cook's distance lines and notice obs 5 and 28 as potential Y outliesrs / influential points
par(mfrow=c(2,2))
plot(mult.fit1)
We have potential outliers, however the outlier is not influential so we decide to keep it.
gam1 <- gam(target_death_rate~s(pct_bach_deg25_over) + s(incidence_rate) + s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over) , data = raw_data2)
gam2 <- gam(target_death_rate~s(pct_bach_deg25_over) + s(incidence_rate) + s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over) , family=Gamma(link=log), data = raw_data2)
summary(gam1)##
## Family: gaussian
## Link function: identity
##
## Formula:
## target_death_rate ~ s(pct_bach_deg25_over) + s(incidence_rate) +
## s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over)
##
## Parametric coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 178.6641 0.3595 496.9 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Approximate significance of smooth terms:
## edf Ref.df F p-value
## s(pct_bach_deg25_over) 6.277 7.379 51.648 < 2e-16 ***
## s(incidence_rate) 8.195 8.833 120.851 < 2e-16 ***
## s(poverty_percent) 5.360 6.499 10.125 1.21e-11 ***
## s(pct_public_coverage_alone) 2.793 3.627 2.806 0.0293 *
## s(pct_unemployed16_over) 4.219 5.241 5.259 6.54e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## R-sq.(adj) = 0.489 Deviance explained = 49.3%
## GCV = 397.52 Scale est. = 393.88 n = 3047summary(gam2)##
## Family: Gamma
## Link function: log
##
## Formula:
## target_death_rate ~ s(pct_bach_deg25_over) + s(incidence_rate) +
## s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over)
##
## Parametric coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.179532 0.002043 2535 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Approximate significance of smooth terms:
## edf Ref.df F p-value
## s(pct_bach_deg25_over) 8.521 8.917 49.231 < 2e-16 ***
## s(incidence_rate) 7.533 8.494 118.943 < 2e-16 ***
## s(poverty_percent) 5.249 6.382 9.649 6.68e-11 ***
## s(pct_public_coverage_alone) 2.025 2.639 1.624 0.171
## s(pct_unemployed16_over) 3.906 4.890 6.092 1.75e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## R-sq.(adj) = 0.492 Deviance explained = 48.4%
## GCV = 0.012968 Scale est. = 0.012723 n = 3047par(mfrow = c(1,5))
plot(gam1)
gam3 <- gam(target_death_rate~s(pct_bach_deg25_over) + s(incidence_rate) + s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over) , method = "GACV.Cp",data = raw_data2)
summary(gam3)##
## Family: gaussian
## Link function: identity
##
## Formula:
## target_death_rate ~ s(pct_bach_deg25_over) + s(incidence_rate) +
## s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over)
##
## Parametric coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 178.6641 0.3595 496.9 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Approximate significance of smooth terms:
## edf Ref.df F p-value
## s(pct_bach_deg25_over) 6.304 7.403 51.494 < 2e-16 ***
## s(incidence_rate) 8.203 8.837 120.808 < 2e-16 ***
## s(poverty_percent) 5.381 6.521 10.099 1.22e-11 ***
## s(pct_public_coverage_alone) 2.813 3.652 2.796 0.0295 *
## s(pct_unemployed16_over) 4.241 5.265 5.247 6.55e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## R-sq.(adj) = 0.489 Deviance explained = 49.3%
## GACV = 397.48 Scale est. = 393.87 n = 3047gam4 <- gam(target_death_rate~s(pct_bach_deg25_over) + s(incidence_rate) + s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over) + s(med_income) +s(pct_white) +s(pct_white)+s(pct_black)+s(pct_asian) +s(median_age_female), data = raw_data1)
summary(gam4)##
## Family: gaussian
## Link function: identity
##
## Formula:
## target_death_rate ~ s(pct_bach_deg25_over) + s(incidence_rate) +
## s(poverty_percent) + s(pct_public_coverage_alone) + s(pct_unemployed16_over) +
## s(med_income) + s(pct_white) + s(pct_white) + s(pct_black) +
## s(pct_asian) + s(median_age_female)
##
## Parametric coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 178.6641 0.3505 509.7 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Approximate significance of smooth terms:
## edf Ref.df F p-value
## s(pct_bach_deg25_over) 3.415 4.332 37.600 < 2e-16 ***
## s(incidence_rate) 8.147 8.812 104.385 < 2e-16 ***
## s(poverty_percent) 5.184 6.364 3.925 0.000503 ***
## s(pct_public_coverage_alone) 5.267 6.412 1.489 0.167293
## s(pct_unemployed16_over) 2.683 3.479 4.580 0.002200 **
## s(med_income) 5.050 6.277 8.934 6.25e-10 ***
## s(pct_white) 8.255 8.837 6.157 2.28e-08 ***
## s(pct_black) 8.768 8.973 6.333 1.05e-08 ***
## s(pct_asian) 1.477 1.816 5.292 0.006222 **
## s(median_age_female) 4.550 5.667 8.519 1.33e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## R-sq.(adj) = 0.514 Deviance explained = 52.2%
## GCV = 381.16 Scale est. = 374.43 n = 3047RSS <- c(crossprod(gam2$residuals))
MSE <- RSS / length(gam2$residuals)
RSS1 <- c(crossprod(gam4$residuals))
MSE1 <- RSS / length(gam4$residuals)
MSE1## [1] 0.01438483ggplot(raw_data3, aes(x = poverty_percent, y = target_death_rate)) +
geom_point() +
labs(title = "pct_poverty_percent",
x = "Incident rate",
y = "Target death")